bump opendbc

# Conflicts:
#	opendbc_repo

.github/ISSUE_TEMPLATE/car_bug_report.yml

@@ -1,53 +0,0 @@
-name: Car bug report
-description: For issues with a particular car make or model
-labels: ["car", "bug"]
-body:
-
-  - type: markdown
-    attributes:
-      value: >
-        Before creating a **bug report**, please check the following:
-          * Ensure you're running the latest openpilot release.
-          * Ensure you're using officially supported hardware. Issues running on PCs have a different issue template.
-          * Ensure there isn't an existing issue for your bug. If there is, leave a comment on the existing issue.
-          * Ensure you're running stock openpilot. We cannot look into bug reports from forks.
-
-        If you're unsure whether you've hit a bug, check out the #installation-help channel in the [community Discord server](https://discord.comma.ai).
-
-  - type: textarea
-    attributes:
-      label: Describe the bug
-      description: Also include a description of how to reproduce the bug
-    validations:
-      required: true
-
-  - type: input
-    id: car
-    attributes:
-      label: Which car does this affect?
-      placeholder: Toyota Prius 2017
-    validations:
-      required: true
-
-  - type: input
-    id: route
-    attributes:
-      label: Provide a route where the issue occurs
-      description: Ensure the route is fully uploaded at https://useradmin.comma.ai
-      placeholder: 77611a1fac303767|2020-05-11--16-37-07
-    validations:
-      required: true
-
-  - type: input
-    id: version
-    attributes:
-      label: openpilot version
-      description: If you're not on release, provide the commit hash
-      placeholder: 0.8.10
-    validations:
-      required: true
-
-  - type: textarea
-    attributes:
-      label: Additional info
-

.github/ISSUE_TEMPLATE/config.yml

@@ -1,9 +1,12 @@
 blank_issues_enabled: false
 contact_links:
+  - name: Car bug report
+    url: https://github.com/commaai/opendbc/issues/new
+    about: For issues with a particular car make or model
   - name: Join the Discord
     url: https://discord.comma.ai
     about: The community Discord is for both openpilot development and experience discussion
-  - name: Report model bugs
+  - name: Report driving behavior feedback
     url: https://discord.com/channels/469524606043160576/1254834193066623017
     about: Feedback for the driving and driver monitoring models goes in the #driving-feedback in Discord
   - name: Community Wiki

.github/workflows/release.yaml

@@ -51,4 +51,4 @@ jobs:
     - name: Push master-ci
       run: |
         unset TARGET_DIR
-        BRANCH=master-ci release/build_devel.sh
+        BRANCH=__nightly release/build_devel.sh

.github/workflows/repo-maintenance.yaml

@@ -5,7 +5,33 @@ on:
     - cron: "0 14 * * 1" # every Monday at 2am UTC (6am PST)
   workflow_dispatch:
 
+env:
+  BASE_IMAGE: openpilot-base
+  BUILD: selfdrive/test/docker_build.sh base
+  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e CI=1 -e PYTHONWARNINGS=error -e FILEREADER_CACHE=1 -e PYTHONPATH=/tmp/openpilot -e NUM_JOBS -e JOB_ID -e GITHUB_ACTION -e GITHUB_REF -e GITHUB_HEAD_REF -e GITHUB_SHA -e GITHUB_REPOSITORY -e GITHUB_RUN_ID -v $GITHUB_WORKSPACE/.ci_cache/scons_cache:/tmp/scons_cache -v $GITHUB_WORKSPACE/.ci_cache/comma_download_cache:/tmp/comma_download_cache -v $GITHUB_WORKSPACE/.ci_cache/openpilot_cache:/tmp/openpilot_cache $BASE_IMAGE /bin/bash -c
+
 jobs:
+  update_translations:
+    runs-on: ubuntu-latest
+    if: github.repository == 'commaai/openpilot'
+    steps:
+      - uses: actions/checkout@v4
+      - uses: ./.github/workflows/setup-with-retry
+      - name: Update translations
+        run: |
+          ${{ env.RUN }} "python3 selfdrive/ui/update_translations.py --vanish"
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@9153d834b60caba6d51c9b9510b087acf9f33f83
+        with:
+          author: Vehicle Researcher <user@comma.ai>
+          commit-message: "Update translations"
+          title: "[bot] Update translations"
+          body: "Automatic PR from repo-maintenance -> update_translations"
+          branch: "update-translations"
+          base: "master"
+          delete-branch: true
+          labels: bot
+
   package_updates:
     name: package_updates
     runs-on: ubuntu-latest

.github/workflows/selfdrive_tests.yaml

@@ -227,7 +227,7 @@ jobs:
     - name: Build openpilot
       run: ${{ env.RUN }} "scons -j$(nproc)"
     - name: Test car models
-      timeout-minutes: ${{ contains(runner.name, 'nsc') && (steps.routes-cache.outputs.cache-hit == 'true') && 1 || 20 }}
+      timeout-minutes: ${{ contains(runner.name, 'nsc') && (steps.routes-cache.outputs.cache-hit == 'true') && 1 || 6 }}
       run: |
         ${{ env.RUN }} "MAX_EXAMPLES=1 $PYTEST selfdrive/car/tests/test_models.py && \
                         chmod -R 777 /tmp/comma_download_cache"
@@ -315,7 +315,7 @@ jobs:
       run: |
         ${{ env.RUN }} "source selfdrive/test/setup_xvfb.sh && \
                         source selfdrive/test/setup_vsound.sh && \
-                        CI=1 pytest tools/sim/tests/test_metadrive_bridge.py"
+                        CI=1 pytest -s tools/sim/tests/test_metadrive_bridge.py"
 
   create_ui_report:
     # This job name needs to be the same as UI_JOB_NAME in ui_preview.yaml

.github/workflows/ui_preview.yaml

@@ -84,7 +84,7 @@ jobs:
         run: >-
           sudo apt-get install -y imagemagick
 
-          scenes="homescreen settings_device settings_software settings_toggles settings_developer offroad_alert update_available prime onroad onroad_disengaged onroad_override onroad_sidebar onroad_wide onroad_wide_sidebar onroad_alert_small onroad_alert_mid onroad_alert_full driver_camera body keyboard keyboard_uppercase"
+          scenes=$(find ${{ github.workspace }}/pr_ui/*.png -type f -printf "%f\n" | cut -d '.' -f 1 | grep -v 'pair_device')
           A=($scenes)
 
           DIFF=""

.gitignore

@@ -36,6 +36,7 @@ a.out
 *.pyxbldc
 *.vcd
 *.qm
+*_pyx.cpp
 config.json
 clcache
 compile_commands.json

Jenkinsfile

@@ -31,7 +31,7 @@ export CI_ARTIFACTS_TOKEN=${env.CI_ARTIFACTS_TOKEN}
 export GITHUB_COMMENTS_TOKEN=${env.GITHUB_COMMENTS_TOKEN}
 export AZURE_TOKEN='${env.AZURE_TOKEN}'
 # only use 1 thread for tici tests since most require HIL
-export PYTEST_ADDOPTS="-n 0"
+export PYTEST_ADDOPTS="-n0 -s"
 
 
 export GIT_SSH_COMMAND="ssh -i /data/gitkey"
@@ -103,7 +103,7 @@ def deviceStage(String stageName, String deviceType, List extra_env, def steps)
             def diffPaths = args.diffPaths ?: []
             def cmdTimeout = args.timeout ?: 9999
 
-            if (branch != "master" && diffPaths && !hasPathChanged(gitDiff, diffPaths)) {
+            if (branch != "master" && !branch.contains("__jenkins_loop_") && diffPaths && !hasPathChanged(gitDiff, diffPaths)) {
               println "Skipping ${name}: no changes in ${diffPaths}."
               return
             } else {
@@ -166,11 +166,11 @@ node {
   env.GIT_BRANCH = checkout(scm).GIT_BRANCH
   env.GIT_COMMIT = checkout(scm).GIT_COMMIT
 
-  def excludeBranches = ['master-ci', 'devel', 'devel-staging', 'release3', 'release3-staging',
+  def excludeBranches = ['__nightly', 'devel', 'devel-staging', 'release3', 'release3-staging',
                          'testing-closet*', 'hotfix-*']
   def excludeRegex = excludeBranches.join('|').replaceAll('\\*', '.*')
 
-  if (env.BRANCH_NAME != 'master') {
+  if (env.BRANCH_NAME != 'master' && !env.BRANCH_NAME.contains('__jenkins_loop_')) {
     properties([
         disableConcurrentBuilds(abortPrevious: true)
     ])
@@ -183,7 +183,7 @@ node {
       ])
     }
 
-    if (env.BRANCH_NAME == 'master-ci') {
+    if (env.BRANCH_NAME == '__nightly') {
       parallel (
         'nightly': {
           deviceStage("build nightly", "tici-needs-can", [], [
@@ -203,12 +203,9 @@ node {
       // tici tests
       'onroad tests': {
         deviceStage("onroad", "tici-needs-can", ["UNSAFE=1"], [
-          // TODO: ideally, this test runs in master-ci, but it takes 5+m to build it
-          //["build master-ci", "cd $SOURCE_DIR/release && TARGET_DIR=$TEST_DIR $SOURCE_DIR/scripts/retry.sh ./build_devel.sh"],
           step("build openpilot", "cd system/manager && ./build.py"),
           step("check dirty", "release/check-dirty.sh"),
           step("onroad tests", "pytest selfdrive/test/test_onroad.py -s", [timeout: 60]),
-          //["time to onroad", "pytest selfdrive/test/test_time_to_onroad.py"],
         ])
       },
       'HW + Unit Tests': {
@@ -227,18 +224,27 @@ node {
           step("test pandad loopback", "pytest selfdrive/pandad/tests/test_pandad_loopback.py"),
         ])
       },
-      'camerad': {
+      'camerad AR0231': {
         deviceStage("AR0231", "tici-ar0231", ["UNSAFE=1"], [
           step("build", "cd system/manager && ./build.py"),
           step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 60]),
           step("test exposure", "pytest system/camerad/test/test_exposure.py"),
         ])
+      },
+      'camerad OX03C10': {
         deviceStage("OX03C10", "tici-ox03c10", ["UNSAFE=1"], [
           step("build", "cd system/manager && ./build.py"),
           step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 60]),
           step("test exposure", "pytest system/camerad/test/test_exposure.py"),
         ])
       },
+      'camerad OS04C10': {
+        deviceStage("OS04C10", "tici-os04c10", ["UNSAFE=1"], [
+          step("build", "cd system/manager && ./build.py"),
+          step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 60]),
+          step("test exposure", "pytest system/camerad/test/test_exposure.py"),
+        ])
+      },
       'sensord': {
         deviceStage("LSM + MMC", "tici-lsmc", ["UNSAFE=1"], [
           step("build", "cd system/manager && ./build.py"),

RELEASES.md

@@ -1,23 +1,27 @@
-Version 0.9.9 (2025-03-30)
+Version 0.9.9 (2025-04-30)
 ========================
+* New driving model
+* Tesla Model 3 and Y support thanks to lukasloetkolben!
 * Coming soon
-  * Rivian support
-  * F-150 & Mach-E support
-  * Tesla Model 3 support
+  * New driving model supervised by MLSIM
+  * An online learner for steering actuator delay
 
-Version 0.9.8 (2025-01-30)
+Version 0.9.8 (2025-02-28)
 ========================
-* New driving monitoring model
+* New driving model
+  * Model now gates applying positive acceleration in Chill mode
+* New driver monitoring model
   * Reduced false positives related to passengers
 * Image processing pipeline moved to the ISP
-  * More GPU time for driving models
+  * More GPU time for bigger driving models
   * Power draw reduced 0.5W, which means your device runs cooler
 * Added toggle to enable driver monitoring even when openpilot is not engaged
+* Localizer rewritten to remove GPS dependency at runtime
+* Firehose Mode for maximizing your training data uploads
 * Enable openpilot longitudinal control for Ford Q3 vehicles
 * New Toyota TSS2 longitudinal tune
-* Coming soon
-  * New driving model with gas gating
-  * Training data upload mode
+* Rivian R1S and R1T support thanks to lukasloetkolben!
+* Ford F-150, F-150 Hybrid, Mach-E, and Ranger support
 
 Version 0.9.7 (2024-06-13)
 ========================

SConstruct

@@ -107,7 +107,6 @@ if arch == "larch64":
   ]
 
   libpath += [
-    "#third_party/snpe/larch64",
     "#third_party/libyuv/larch64/lib",
     "/usr/lib/aarch64-linux-gnu"
   ]
@@ -146,14 +145,6 @@ else:
       "/usr/local/lib",
     ]
 
-    if arch == "x86_64":
-      libpath += [
-        f"#third_party/snpe/{arch}"
-      ]
-      rpath += [
-        Dir(f"#third_party/snpe/{arch}").abspath,
-      ]
-
 if GetOption('asan'):
   ccflags = ["-fsanitize=address", "-fno-omit-frame-pointer"]
   ldflags = ["-fsanitize=address"]
@@ -197,7 +188,6 @@ env = Environment(
     "#third_party/libyuv/include",
     "#third_party/json11",
     "#third_party/linux/include",
-    "#third_party/snpe/include",
     "#third_party",
     "#msgq",
   ],
@@ -350,7 +340,7 @@ SConscript(['opendbc_repo/SConscript'], exports={'env': env_swaglog})
 SConscript(['cereal/SConscript'])
 
 Import('socketmaster', 'msgq')
-messaging = [socketmaster, msgq, 'zmq', 'capnp', 'kj',]
+messaging = [socketmaster, msgq, 'capnp', 'kj',]
 Export('messaging')
 
 
@@ -362,7 +352,6 @@ SConscript(['rednose/SConscript'])
 
 # Build system services
 SConscript([
-  'system/ui/SConscript',
   'system/proclogd/SConscript',
   'system/ubloxd/SConscript',
   'system/loggerd/SConscript',

cereal/log.capnp

@@ -59,6 +59,7 @@ struct OnroadEvent @0xc4fa6047f024e718 {
     pcmEnable @23;
     pcmDisable @24;
     radarFault @25;
+    radarTempUnavailable @93;
     brakeHold @26;
     parkBrake @27;
     manualRestart @28;
@@ -151,6 +152,10 @@ struct InitData {
   gitBranch @11 :Text;
   gitRemote @13 :Text;
 
+  # this is source commit for prebuilt branches
+  gitSrcCommit @23 :Text;
+  gitSrcCommitDate @24 :Text;
+
   androidProperties @16 :Map(Text, Text);
 
   pandaInfo @8 :PandaInfo;
@@ -724,7 +729,7 @@ struct PeripheralState {
 struct RadarState @0x9a185389d6fdd05f {
   mdMonoTime @6 :UInt64;
   carStateMonoTime @11 :UInt64;
-  radarErrors @12 :List(Car.RadarData.Error);
+  radarErrors @13 :Car.RadarData.Error;
 
   leadOne @3 :LeadData;
   leadTwo @4 :LeadData;
@@ -758,6 +763,7 @@ struct RadarState @0x9a185389d6fdd05f {
   calPercDEPRECATED @9 :Int8;
   canMonoTimesDEPRECATED @10 :List(UInt64);
   cumLagMsDEPRECATED @5 :Float32;
+  radarErrorsDEPRECATED @12 :List(Car.RadarData.ErrorDEPRECATED);
 }
 
 struct LiveCalibrationData {
@@ -2238,6 +2244,11 @@ struct LiveParametersData {
   roll @14 :Float32;
   debugFilterState @16 :FilterState;
 
+  angleOffsetValid @17 :Bool = true;
+  angleOffsetAverageValid @18 :Bool = true;
+  steerRatioValid @19 :Bool = true;
+  stiffnessFactorValid @20 :Bool = true;
+
   yawRateDEPRECATED @7 :Float32;
   filterStateDEPRECATED @15 :LiveLocationKalman.Measurement;
 
@@ -2564,7 +2575,7 @@ struct Event {
 
     # DO change the name of the field and struct
     # DON'T change the ID (e.g. @107)
-    # DON'T change which struct it points to 
+    # DON'T change which struct it points to
     customReserved0 @107 :Custom.CustomReserved0;
     customReserved1 @108 :Custom.CustomReserved1;
     customReserved2 @109 :Custom.CustomReserved2;

cereal/messaging/__init__.py

@@ -9,11 +9,11 @@ import os
 import capnp
 import time
 
-from typing import Optional, List, Union, Dict, Deque
-from collections import deque
+from typing import Optional, List, Union, Dict
 
 from cereal import log
 from cereal.services import SERVICE_LIST
+from openpilot.common.util import MovingAverage
 
 NO_TRAVERSAL_LIMIT = 2**64-1
 
@@ -108,10 +108,8 @@ class FrequencyTracker:
 
     self.min_freq = min_freq * 0.8
     self.max_freq = max_freq * 1.2
-    self.recv_dts: Deque[float] = deque(maxlen=int(10 * freq))
-    self.recv_dts_sum = 0.0
-    self.recent_recv_dts: Deque[float] = deque(maxlen=int(freq))
-    self.recent_recv_dts_sum = 0.0
+    self.avg_dt = MovingAverage(int(10 * freq))
+    self.recent_avg_dt = MovingAverage(int(freq))
     self.prev_time = 0.0
 
   def record_recv_time(self, cur_time: float) -> None:
@@ -119,28 +117,21 @@ class FrequencyTracker:
     if self.prev_time > 1e-5:
       dt = cur_time - self.prev_time
 
-      if len(self.recv_dts) == self.recv_dts.maxlen:
-        self.recv_dts_sum -= self.recv_dts[0]
-      self.recv_dts.append(dt)
-      self.recv_dts_sum += dt
-
-      if len(self.recent_recv_dts) == self.recent_recv_dts.maxlen:
-        self.recent_recv_dts_sum -= self.recent_recv_dts[0]
-      self.recent_recv_dts.append(dt)
-      self.recent_recv_dts_sum += dt
+      self.avg_dt.add_value(dt)
+      self.recent_avg_dt.add_value(dt)
 
     self.prev_time = cur_time
 
   @property
   def valid(self) -> bool:
-    if not self.recv_dts:
+    if self.avg_dt.count == 0:
       return False
 
-    avg_freq = len(self.recv_dts) / self.recv_dts_sum
+    avg_freq = 1.0 / self.avg_dt.get_average()
     if self.min_freq <= avg_freq <= self.max_freq:
       return True
 
-    avg_freq_recent = len(self.recent_recv_dts) / self.recent_recv_dts_sum
+    avg_freq_recent = 1.0 / self.recent_avg_dt.get_average()
     return self.min_freq <= avg_freq_recent <= self.max_freq
 
 

cereal/messaging/bridge.cc

@@ -6,12 +6,12 @@
 
 ExitHandler do_exit;
 
-static std::vector<std::string> get_services(std::string whitelist_str, bool zmq_to_msgq) {
+static std::vector<std::string> get_services(const std::string &whitelist_str, bool zmq_to_msgq) {
   std::vector<std::string> service_list;
   for (const auto& it : services) {
     std::string name = it.second.name;
     bool in_whitelist = whitelist_str.find(name) != std::string::npos;
-    if (name == "plusFrame" || name == "uiLayoutState" || (zmq_to_msgq && !in_whitelist)) {
+    if (zmq_to_msgq && !in_whitelist) {
       continue;
     }
     service_list.push_back(name);

cereal/services.py

@@ -53,7 +53,7 @@ _services: dict[str, tuple] = {
   "livePose": (True, 20., 4),
   "liveParameters": (True, 20., 5),
   "cameraOdometry": (True, 20., 10),
-  "thumbnail": (True, 0.2, 1),
+  "thumbnail": (True, 1 / 60., 1),
   "onroadEvents": (True, 1., 1),
   "carParams": (True, 0.02, 1),
   "roadCameraState": (True, 20., 20),

common/clutil.cc

@@ -96,109 +96,3 @@ cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const
   }
   return prg;
 }
-
-cl_program cl_program_from_binary(cl_context ctx, cl_device_id device_id, const uint8_t* binary, size_t length, const char* args) {
-  cl_program prg = CL_CHECK_ERR(clCreateProgramWithBinary(ctx, 1, &device_id, &length, &binary, NULL, &err));
-  if (int err = clBuildProgram(prg, 1, &device_id, args, NULL, NULL); err != 0) {
-    cl_print_build_errors(prg, device_id);
-    assert(0);
-  }
-  return prg;
-}
-
-// Given a cl code and return a string representation
-#define CL_ERR_TO_STR(err) case err: return #err
-const char* cl_get_error_string(int err) {
-  switch (err) {
-    CL_ERR_TO_STR(CL_SUCCESS);
-    CL_ERR_TO_STR(CL_DEVICE_NOT_FOUND);
-    CL_ERR_TO_STR(CL_DEVICE_NOT_AVAILABLE);
-    CL_ERR_TO_STR(CL_COMPILER_NOT_AVAILABLE);
-    CL_ERR_TO_STR(CL_MEM_OBJECT_ALLOCATION_FAILURE);
-    CL_ERR_TO_STR(CL_OUT_OF_RESOURCES);
-    CL_ERR_TO_STR(CL_OUT_OF_HOST_MEMORY);
-    CL_ERR_TO_STR(CL_PROFILING_INFO_NOT_AVAILABLE);
-    CL_ERR_TO_STR(CL_MEM_COPY_OVERLAP);
-    CL_ERR_TO_STR(CL_IMAGE_FORMAT_MISMATCH);
-    CL_ERR_TO_STR(CL_IMAGE_FORMAT_NOT_SUPPORTED);
-    CL_ERR_TO_STR(CL_MAP_FAILURE);
-    CL_ERR_TO_STR(CL_MISALIGNED_SUB_BUFFER_OFFSET);
-    CL_ERR_TO_STR(CL_EXEC_STATUS_ERROR_FOR_EVENTS_IN_WAIT_LIST);
-    CL_ERR_TO_STR(CL_COMPILE_PROGRAM_FAILURE);
-    CL_ERR_TO_STR(CL_LINKER_NOT_AVAILABLE);
-    CL_ERR_TO_STR(CL_LINK_PROGRAM_FAILURE);
-    CL_ERR_TO_STR(CL_DEVICE_PARTITION_FAILED);
-    CL_ERR_TO_STR(CL_KERNEL_ARG_INFO_NOT_AVAILABLE);
-    CL_ERR_TO_STR(CL_INVALID_VALUE);
-    CL_ERR_TO_STR(CL_INVALID_DEVICE_TYPE);
-    CL_ERR_TO_STR(CL_INVALID_PLATFORM);
-    CL_ERR_TO_STR(CL_INVALID_DEVICE);
-    CL_ERR_TO_STR(CL_INVALID_CONTEXT);
-    CL_ERR_TO_STR(CL_INVALID_QUEUE_PROPERTIES);
-    CL_ERR_TO_STR(CL_INVALID_COMMAND_QUEUE);
-    CL_ERR_TO_STR(CL_INVALID_HOST_PTR);
-    CL_ERR_TO_STR(CL_INVALID_MEM_OBJECT);
-    CL_ERR_TO_STR(CL_INVALID_IMAGE_FORMAT_DESCRIPTOR);
-    CL_ERR_TO_STR(CL_INVALID_IMAGE_SIZE);
-    CL_ERR_TO_STR(CL_INVALID_SAMPLER);
-    CL_ERR_TO_STR(CL_INVALID_BINARY);
-    CL_ERR_TO_STR(CL_INVALID_BUILD_OPTIONS);
-    CL_ERR_TO_STR(CL_INVALID_PROGRAM);
-    CL_ERR_TO_STR(CL_INVALID_PROGRAM_EXECUTABLE);
-    CL_ERR_TO_STR(CL_INVALID_KERNEL_NAME);
-    CL_ERR_TO_STR(CL_INVALID_KERNEL_DEFINITION);
-    CL_ERR_TO_STR(CL_INVALID_KERNEL);
-    CL_ERR_TO_STR(CL_INVALID_ARG_INDEX);
-    CL_ERR_TO_STR(CL_INVALID_ARG_VALUE);
-    CL_ERR_TO_STR(CL_INVALID_ARG_SIZE);
-    CL_ERR_TO_STR(CL_INVALID_KERNEL_ARGS);
-    CL_ERR_TO_STR(CL_INVALID_WORK_DIMENSION);
-    CL_ERR_TO_STR(CL_INVALID_WORK_GROUP_SIZE);
-    CL_ERR_TO_STR(CL_INVALID_WORK_ITEM_SIZE);
-    CL_ERR_TO_STR(CL_INVALID_GLOBAL_OFFSET);
-    CL_ERR_TO_STR(CL_INVALID_EVENT_WAIT_LIST);
-    CL_ERR_TO_STR(CL_INVALID_EVENT);
-    CL_ERR_TO_STR(CL_INVALID_OPERATION);
-    CL_ERR_TO_STR(CL_INVALID_GL_OBJECT);
-    CL_ERR_TO_STR(CL_INVALID_BUFFER_SIZE);
-    CL_ERR_TO_STR(CL_INVALID_MIP_LEVEL);
-    CL_ERR_TO_STR(CL_INVALID_GLOBAL_WORK_SIZE);
-    CL_ERR_TO_STR(CL_INVALID_PROPERTY);
-    CL_ERR_TO_STR(CL_INVALID_IMAGE_DESCRIPTOR);
-    CL_ERR_TO_STR(CL_INVALID_COMPILER_OPTIONS);
-    CL_ERR_TO_STR(CL_INVALID_LINKER_OPTIONS);
-    CL_ERR_TO_STR(CL_INVALID_DEVICE_PARTITION_COUNT);
-    case -69: return "CL_INVALID_PIPE_SIZE";
-    case -70: return "CL_INVALID_DEVICE_QUEUE";
-    case -71: return "CL_INVALID_SPEC_ID";
-    case -72: return "CL_MAX_SIZE_RESTRICTION_EXCEEDED";
-    case -1002: return "CL_INVALID_D3D10_DEVICE_KHR";
-    case -1003: return "CL_INVALID_D3D10_RESOURCE_KHR";
-    case -1004: return "CL_D3D10_RESOURCE_ALREADY_ACQUIRED_KHR";
-    case -1005: return "CL_D3D10_RESOURCE_NOT_ACQUIRED_KHR";
-    case -1006: return "CL_INVALID_D3D11_DEVICE_KHR";
-    case -1007: return "CL_INVALID_D3D11_RESOURCE_KHR";
-    case -1008: return "CL_D3D11_RESOURCE_ALREADY_ACQUIRED_KHR";
-    case -1009: return "CL_D3D11_RESOURCE_NOT_ACQUIRED_KHR";
-    case -1010: return "CL_INVALID_DX9_MEDIA_ADAPTER_KHR";
-    case -1011: return "CL_INVALID_DX9_MEDIA_SURFACE_KHR";
-    case -1012: return "CL_DX9_MEDIA_SURFACE_ALREADY_ACQUIRED_KHR";
-    case -1013: return "CL_DX9_MEDIA_SURFACE_NOT_ACQUIRED_KHR";
-    case -1093: return "CL_INVALID_EGL_OBJECT_KHR";
-    case -1092: return "CL_EGL_RESOURCE_NOT_ACQUIRED_KHR";
-    case -1001: return "CL_PLATFORM_NOT_FOUND_KHR";
-    case -1057: return "CL_DEVICE_PARTITION_FAILED_EXT";
-    case -1058: return "CL_INVALID_PARTITION_COUNT_EXT";
-    case -1059: return "CL_INVALID_PARTITION_NAME_EXT";
-    case -1094: return "CL_INVALID_ACCELERATOR_INTEL";
-    case -1095: return "CL_INVALID_ACCELERATOR_TYPE_INTEL";
-    case -1096: return "CL_INVALID_ACCELERATOR_DESCRIPTOR_INTEL";
-    case -1097: return "CL_ACCELERATOR_TYPE_NOT_SUPPORTED_INTEL";
-    case -1000: return "CL_INVALID_GL_SHAREGROUP_REFERENCE_KHR";
-    case -1098: return "CL_INVALID_VA_API_MEDIA_ADAPTER_INTEL";
-    case -1099: return "CL_INVALID_VA_API_MEDIA_SURFACE_INTEL";
-    case -1100: return "CL_VA_API_MEDIA_SURFACE_ALREADY_ACQUIRED_INTEL";
-    case -1101: return "CL_VA_API_MEDIA_SURFACE_NOT_ACQUIRED_INTEL";
-    default: return "CL_UNKNOWN_ERROR";
-  }
-}

common/clutil.h

@@ -25,6 +25,4 @@ cl_device_id cl_get_device_id(cl_device_type device_type);
 cl_context cl_create_context(cl_device_id device_id);
 void cl_release_context(cl_context context);
 cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args = nullptr);
-cl_program cl_program_from_binary(cl_context ctx, cl_device_id device_id, const uint8_t* binary, size_t length, const char* args = nullptr);
 cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args);
-const char* cl_get_error_string(int err);

common/file_helpers.py

@@ -1,6 +1,10 @@
+import io
 import os
 import tempfile
 import contextlib
+import zstandard as zstd
+
+LOG_COMPRESSION_LEVEL = 10 # little benefit up to level 15. level ~17 is a small step change
 
 
 class CallbackReader:
@@ -35,3 +39,20 @@ def atomic_write_in_dir(path: str, mode: str = 'w', buffering: int = -1, encodin
     yield tmp_file
     tmp_file_name = tmp_file.name
   os.replace(tmp_file_name, path)
+
+
+def get_upload_stream(filepath: str, should_compress: bool) -> tuple[io.BufferedIOBase, int]:
+  if not should_compress:
+    file_size = os.path.getsize(filepath)
+    file_stream = open(filepath, "rb")
+    return file_stream, file_size
+
+  # Compress the file on the fly
+  compressed_stream = io.BytesIO()
+  compressor = zstd.ZstdCompressor(level=LOG_COMPRESSION_LEVEL)
+
+  with open(filepath, "rb") as f:
+    compressor.copy_stream(f, compressed_stream)
+    compressed_size = compressed_stream.tell()
+    compressed_stream.seek(0)
+    return compressed_stream, compressed_size

common/logging_extra.py

@@ -8,6 +8,7 @@ import uuid
 import socket
 import logging
 import traceback
+import numpy as np
 from threading import local
 from collections import OrderedDict
 from contextlib import contextmanager
@@ -15,6 +16,8 @@ from contextlib import contextmanager
 LOG_TIMESTAMPS = "LOG_TIMESTAMPS" in os.environ
 
 def json_handler(obj):
+  if isinstance(obj, np.bool_):
+    return bool(obj)
   # if isinstance(obj, (datetime.date, datetime.time)):
   #   return obj.isoformat()
   return repr(obj)

common/numpy_fast.py

@@ -1,19 +0,0 @@
-def clip(x, lo, hi):
-  return max(lo, min(hi, x))
-
-def interp(x, xp, fp):
-  N = len(xp)
-
-  def get_interp(xv):
-    hi = 0
-    while hi < N and xv > xp[hi]:
-      hi += 1
-    low = hi - 1
-    return fp[-1] if hi == N and xv > xp[low] else (
-      fp[0] if hi == 0 else
-      (xv - xp[low]) * (fp[hi] - fp[low]) / (xp[hi] - xp[low]) + fp[low])
-
-  return [get_interp(v) for v in x] if hasattr(x, '__iter__') else get_interp(x)
-
-def mean(x):
-  return sum(x) / len(x)

common/params.cc

@@ -8,6 +8,7 @@
 #include <csignal>
 #include <unordered_map>
 
+#include "common/params_keys.h"
 #include "common/queue.h"
 #include "common/swaglog.h"
 #include "common/util.h"
@@ -87,120 +88,6 @@ private:
   int fd_ = -1;
 };
 
-std::unordered_map<std::string, uint32_t> keys = {
-    {"AccessToken", CLEAR_ON_MANAGER_START | DONT_LOG},
-    {"AlwaysOnDM", PERSISTENT},
-    {"ApiCache_Device", PERSISTENT},
-    {"AssistNowToken", PERSISTENT},
-    {"AthenadPid", PERSISTENT},
-    {"AthenadUploadQueue", PERSISTENT},
-    {"AthenadRecentlyViewedRoutes", PERSISTENT},
-    {"BootCount", PERSISTENT},
-    {"CalibrationParams", PERSISTENT},
-    {"CameraDebugExpGain", CLEAR_ON_MANAGER_START},
-    {"CameraDebugExpTime", CLEAR_ON_MANAGER_START},
-    {"CarBatteryCapacity", PERSISTENT},
-    {"CarParams", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"CarParamsCache", CLEAR_ON_MANAGER_START},
-    {"CarParamsPersistent", PERSISTENT},
-    {"CarParamsPrevRoute", PERSISTENT},
-    {"CompletedTrainingVersion", PERSISTENT},
-    {"ControlsReady", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"CurrentBootlog", PERSISTENT},
-    {"CurrentRoute", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"DisableLogging", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"DisablePowerDown", PERSISTENT},
-    {"DisableUpdates", PERSISTENT},
-    {"DisengageOnAccelerator", PERSISTENT},
-    {"DongleId", PERSISTENT},
-    {"DoReboot", CLEAR_ON_MANAGER_START},
-    {"DoShutdown", CLEAR_ON_MANAGER_START},
-    {"DoUninstall", CLEAR_ON_MANAGER_START},
-    {"ExperimentalLongitudinalEnabled", PERSISTENT | DEVELOPMENT_ONLY},
-    {"ExperimentalMode", PERSISTENT},
-    {"ExperimentalModeConfirmed", PERSISTENT},
-    {"FirmwareQueryDone", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"ForcePowerDown", PERSISTENT},
-    {"GitBranch", PERSISTENT},
-    {"GitCommit", PERSISTENT},
-    {"GitCommitDate", PERSISTENT},
-    {"GitDiff", PERSISTENT},
-    {"GithubSshKeys", PERSISTENT},
-    {"GithubUsername", PERSISTENT},
-    {"GitRemote", PERSISTENT},
-    {"GsmApn", PERSISTENT},
-    {"GsmMetered", PERSISTENT},
-    {"GsmRoaming", PERSISTENT},
-    {"HardwareSerial", PERSISTENT},
-    {"HasAcceptedTerms", PERSISTENT},
-    {"InstallDate", PERSISTENT},
-    {"IsDriverViewEnabled", CLEAR_ON_MANAGER_START},
-    {"IsEngaged", PERSISTENT},
-    {"IsLdwEnabled", PERSISTENT},
-    {"IsMetric", PERSISTENT},
-    {"IsOffroad", CLEAR_ON_MANAGER_START},
-    {"IsOnroad", PERSISTENT},
-    {"IsRhdDetected", PERSISTENT},
-    {"IsReleaseBranch", CLEAR_ON_MANAGER_START},
-    {"IsTakingSnapshot", CLEAR_ON_MANAGER_START},
-    {"IsTestedBranch", CLEAR_ON_MANAGER_START},
-    {"JoystickDebugMode", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
-    {"LanguageSetting", PERSISTENT},
-    {"LastAthenaPingTime", CLEAR_ON_MANAGER_START},
-    {"LastGPSPosition", PERSISTENT},
-    {"LastManagerExitReason", CLEAR_ON_MANAGER_START},
-    {"LastOffroadStatusPacket", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
-    {"LastPowerDropDetected", CLEAR_ON_MANAGER_START},
-    {"LastUpdateException", CLEAR_ON_MANAGER_START},
-    {"LastUpdateTime", PERSISTENT},
-    {"LiveParameters", PERSISTENT},
-    {"LiveTorqueParameters", PERSISTENT | DONT_LOG},
-    {"LocationFilterInitialState", PERSISTENT},
-    {"LongitudinalManeuverMode", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
-    {"LongitudinalPersonality", PERSISTENT},
-    {"NetworkMetered", PERSISTENT},
-    {"ObdMultiplexingChanged", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"ObdMultiplexingEnabled", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"Offroad_BadNvme", CLEAR_ON_MANAGER_START},
-    {"Offroad_CarUnrecognized", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"Offroad_ConnectivityNeeded", CLEAR_ON_MANAGER_START},
-    {"Offroad_ConnectivityNeededPrompt", CLEAR_ON_MANAGER_START},
-    {"Offroad_IsTakingSnapshot", CLEAR_ON_MANAGER_START},
-    {"Offroad_NeosUpdate", CLEAR_ON_MANAGER_START},
-    {"Offroad_NoFirmware", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"Offroad_Recalibration", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"Offroad_StorageMissing", CLEAR_ON_MANAGER_START},
-    {"Offroad_TemperatureTooHigh", CLEAR_ON_MANAGER_START},
-    {"Offroad_UnofficialHardware", CLEAR_ON_MANAGER_START},
-    {"Offroad_UpdateFailed", CLEAR_ON_MANAGER_START},
-    {"OpenpilotEnabledToggle", PERSISTENT},
-    {"PandaHeartbeatLost", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
-    {"PandaSomResetTriggered", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
-    {"PandaSignatures", CLEAR_ON_MANAGER_START},
-    {"PrimeType", PERSISTENT},
-    {"RecordFront", PERSISTENT},
-    {"RecordFrontLock", PERSISTENT},  // for the internal fleet
-    {"SecOCKey", PERSISTENT | DONT_LOG},
-    {"RouteCount", PERSISTENT},
-    {"SnoozeUpdate", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
-    {"SshEnabled", PERSISTENT},
-    {"TermsVersion", PERSISTENT},
-    {"TrainingVersion", PERSISTENT},
-    {"UbloxAvailable", PERSISTENT},
-    {"UpdateAvailable", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
-    {"UpdateFailedCount", CLEAR_ON_MANAGER_START},
-    {"UpdaterAvailableBranches", PERSISTENT},
-    {"UpdaterCurrentDescription", CLEAR_ON_MANAGER_START},
-    {"UpdaterCurrentReleaseNotes", CLEAR_ON_MANAGER_START},
-    {"UpdaterFetchAvailable", CLEAR_ON_MANAGER_START},
-    {"UpdaterNewDescription", CLEAR_ON_MANAGER_START},
-    {"UpdaterNewReleaseNotes", CLEAR_ON_MANAGER_START},
-    {"UpdaterState", CLEAR_ON_MANAGER_START},
-    {"UpdaterTargetBranch", CLEAR_ON_MANAGER_START},
-    {"UpdaterLastFetchTime", PERSISTENT},
-    {"Version", PERSISTENT},
-};
-
 } // namespace
 
 

common/params_keys.h

@@ -0,0 +1,120 @@
+#pragma once
+
+#include <string>
+#include <unordered_map>
+
+inline static std::unordered_map<std::string, uint32_t> keys = {
+    {"AccessToken", CLEAR_ON_MANAGER_START | DONT_LOG},
+    {"AdbEnabled", PERSISTENT},
+    {"AlwaysOnDM", PERSISTENT},
+    {"ApiCache_Device", PERSISTENT},
+    {"ApiCache_FirehoseStats", PERSISTENT},
+    {"AssistNowToken", PERSISTENT},
+    {"AthenadPid", PERSISTENT},
+    {"AthenadUploadQueue", PERSISTENT},
+    {"AthenadRecentlyViewedRoutes", PERSISTENT},
+    {"BootCount", PERSISTENT},
+    {"CalibrationParams", PERSISTENT},
+    {"CameraDebugExpGain", CLEAR_ON_MANAGER_START},
+    {"CameraDebugExpTime", CLEAR_ON_MANAGER_START},
+    {"CarBatteryCapacity", PERSISTENT},
+    {"CarParams", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
+    {"CarParamsCache", CLEAR_ON_MANAGER_START},
+    {"CarParamsPersistent", PERSISTENT},
+    {"CarParamsPrevRoute", PERSISTENT},
+    {"CompletedTrainingVersion", PERSISTENT},
+    {"ControlsReady", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
+    {"CurrentBootlog", PERSISTENT},
+    {"CurrentRoute", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
+    {"DisableLogging", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
+    {"DisablePowerDown", PERSISTENT},
+    {"DisableUpdates", PERSISTENT},
+    {"DisengageOnAccelerator", PERSISTENT},
+    {"DongleId", PERSISTENT},
+    {"DoReboot", CLEAR_ON_MANAGER_START},
+    {"DoShutdown", CLEAR_ON_MANAGER_START},
+    {"DoUninstall", CLEAR_ON_MANAGER_START},
+    {"ExperimentalLongitudinalEnabled", PERSISTENT | DEVELOPMENT_ONLY},
+    {"ExperimentalMode", PERSISTENT},
+    {"ExperimentalModeConfirmed", PERSISTENT},
+    {"FirmwareQueryDone", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
+    {"ForcePowerDown", PERSISTENT},
+    {"GitBranch", PERSISTENT},
+    {"GitCommit", PERSISTENT},
+    {"GitCommitDate", PERSISTENT},
+    {"GitDiff", PERSISTENT},
+    {"GithubSshKeys", PERSISTENT},
+    {"GithubUsername", PERSISTENT},
+    {"GitRemote", PERSISTENT},
+    {"GsmApn", PERSISTENT},
+    {"GsmMetered", PERSISTENT},
+    {"GsmRoaming", PERSISTENT},
+    {"HardwareSerial", PERSISTENT},
+    {"HasAcceptedTerms", PERSISTENT},
+    {"InstallDate", PERSISTENT},
+    {"IsDriverViewEnabled", CLEAR_ON_MANAGER_START},
+    {"IsEngaged", PERSISTENT},
+    {"IsLdwEnabled", PERSISTENT},
+    {"IsMetric", PERSISTENT},
+    {"IsOffroad", CLEAR_ON_MANAGER_START},
+    {"IsOnroad", PERSISTENT},
+    {"IsRhdDetected", PERSISTENT},
+    {"IsReleaseBranch", CLEAR_ON_MANAGER_START},
+    {"IsTakingSnapshot", CLEAR_ON_MANAGER_START},
+    {"IsTestedBranch", CLEAR_ON_MANAGER_START},
+    {"JoystickDebugMode", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
+    {"LanguageSetting", PERSISTENT},
+    {"LastAthenaPingTime", CLEAR_ON_MANAGER_START},
+    {"LastGPSPosition", PERSISTENT},
+    {"LastManagerExitReason", CLEAR_ON_MANAGER_START},
+    {"LastOffroadStatusPacket", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
+    {"LastPowerDropDetected", CLEAR_ON_MANAGER_START},
+    {"LastUpdateException", CLEAR_ON_MANAGER_START},
+    {"LastUpdateTime", PERSISTENT},
+    {"LiveParameters", PERSISTENT},
+    {"LiveTorqueParameters", PERSISTENT | DONT_LOG},
+    {"LocationFilterInitialState", PERSISTENT},
+    {"LongitudinalManeuverMode", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
+    {"LongitudinalPersonality", PERSISTENT},
+    {"NetworkMetered", PERSISTENT},
+    {"ObdMultiplexingChanged", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
+    {"ObdMultiplexingEnabled", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
+    {"Offroad_BadNvme", CLEAR_ON_MANAGER_START},
+    {"Offroad_CarUnrecognized", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
+    {"Offroad_ConnectivityNeeded", CLEAR_ON_MANAGER_START},
+    {"Offroad_ConnectivityNeededPrompt", CLEAR_ON_MANAGER_START},
+    {"Offroad_IsTakingSnapshot", CLEAR_ON_MANAGER_START},
+    {"Offroad_NeosUpdate", CLEAR_ON_MANAGER_START},
+    {"Offroad_NoFirmware", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
+    {"Offroad_Recalibration", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
+    {"Offroad_StorageMissing", CLEAR_ON_MANAGER_START},
+    {"Offroad_TemperatureTooHigh", CLEAR_ON_MANAGER_START},
+    {"Offroad_UnofficialHardware", CLEAR_ON_MANAGER_START},
+    {"Offroad_UpdateFailed", CLEAR_ON_MANAGER_START},
+    {"OpenpilotEnabledToggle", PERSISTENT},
+    {"PandaHeartbeatLost", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
+    {"PandaSomResetTriggered", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
+    {"PandaSignatures", CLEAR_ON_MANAGER_START},
+    {"PrimeType", PERSISTENT},
+    {"RecordFront", PERSISTENT},
+    {"RecordFrontLock", PERSISTENT},  // for the internal fleet
+    {"SecOCKey", PERSISTENT | DONT_LOG},
+    {"RouteCount", PERSISTENT},
+    {"SnoozeUpdate", CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION},
+    {"SshEnabled", PERSISTENT},
+    {"TermsVersion", PERSISTENT},
+    {"TrainingVersion", PERSISTENT},
+    {"UbloxAvailable", PERSISTENT},
+    {"UpdateAvailable", CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION},
+    {"UpdateFailedCount", CLEAR_ON_MANAGER_START},
+    {"UpdaterAvailableBranches", PERSISTENT},
+    {"UpdaterCurrentDescription", CLEAR_ON_MANAGER_START},
+    {"UpdaterCurrentReleaseNotes", CLEAR_ON_MANAGER_START},
+    {"UpdaterFetchAvailable", CLEAR_ON_MANAGER_START},
+    {"UpdaterNewDescription", CLEAR_ON_MANAGER_START},
+    {"UpdaterNewReleaseNotes", CLEAR_ON_MANAGER_START},
+    {"UpdaterState", CLEAR_ON_MANAGER_START},
+    {"UpdaterTargetBranch", CLEAR_ON_MANAGER_START},
+    {"UpdaterLastFetchTime", PERSISTENT},
+    {"Version", PERSISTENT},
+};

common/realtime.py

@@ -2,10 +2,10 @@
 import gc
 import os
 import time
-from collections import deque
 
 from setproctitle import getproctitle
 
+from openpilot.common.util import MovingAverage
 from openpilot.system.hardware import PC
 
 
@@ -27,11 +27,6 @@ class Priority:
   CTRL_HIGH = 53
 
 
-def set_realtime_priority(level: int) -> None:
-  if not PC:
-    os.sched_setscheduler(0, os.SCHED_FIFO, os.sched_param(level))
-
-
 def set_core_affinity(cores: list[int]) -> None:
   if not PC:
     os.sched_setaffinity(0, cores)
@@ -39,7 +34,8 @@ def set_core_affinity(cores: list[int]) -> None:
 
 def config_realtime_process(cores: int | list[int], priority: int) -> None:
   gc.disable()
-  set_realtime_priority(priority)
+  if not PC:
+    os.sched_setscheduler(0, os.SCHED_FIFO, os.sched_param(priority))
   c = cores if isinstance(cores, list) else [cores, ]
   set_core_affinity(c)
 
@@ -52,10 +48,12 @@ class Ratekeeper:
     self._frame = 0
     self._remaining = 0.0
     self._process_name = getproctitle()
-    self._dts = deque([self._interval], maxlen=100)
     self._last_monitor_time = -1.
     self._next_frame_time = -1.
 
+    self.avg_dt = MovingAverage(100)
+    self.avg_dt.add_value(self._interval)
+
   @property
   def frame(self) -> int:
     return self._frame
@@ -66,9 +64,8 @@ class Ratekeeper:
 
   @property
   def lagging(self) -> bool:
-    avg_dt = sum(self._dts) / len(self._dts)
     expected_dt = self._interval * (1 / 0.9)
-    return avg_dt > expected_dt
+    return self.avg_dt.get_average() > expected_dt
 
   # Maintain loop rate by calling this at the end of each loop
   def keep_time(self) -> bool:
@@ -85,7 +82,7 @@ class Ratekeeper:
 
     prev = self._last_monitor_time
     self._last_monitor_time = time.monotonic()
-    self._dts.append(self._last_monitor_time - prev)
+    self.avg_dt.add_value(self._last_monitor_time - prev)
 
     lagged = False
     remaining = self._next_frame_time - time.monotonic()

common/time_helpers.py

@@ -1,15 +1,15 @@
 import datetime
 from pathlib import Path
 
-_MIN_DATE = datetime.datetime(year=2024, month=8, day=26)
+MIN_DATE = datetime.datetime(year=2025, month=2, day=21)
 
 def min_date():
   # on systemd systems, the default time is the systemd build time
   systemd_path = Path("/lib/systemd/systemd")
   if systemd_path.exists():
     d = datetime.datetime.fromtimestamp(systemd_path.stat().st_mtime)
-    return d + datetime.timedelta(days=1)
-  return _MIN_DATE
+    return max(MIN_DATE, d + datetime.timedelta(days=1))
+  return MIN_DATE
 
 def system_time_valid():
   return datetime.datetime.now() > min_date()

common/util.cc

@@ -257,7 +257,6 @@ bool ends_with(const std::string& s, const std::string& suffix) {
 
 std::string strip(const std::string &str) {
   auto should_trim = [](unsigned char ch) {
-    // trim whitespace or a null character
     return std::isspace(ch) || ch == '\0';
   };
 

common/util.py

@@ -0,0 +1,24 @@
+class MovingAverage:
+  def __init__(self, window_size: int):
+    self.window_size: int = window_size
+    self.buffer: list[float] = [0.0] * window_size
+    self.index: int = 0
+    self.count: int = 0
+    self.sum: float = 0.0
+
+  def add_value(self, new_value: float):
+    # Update the sum: subtract the value being replaced and add the new value
+    self.sum -= self.buffer[self.index]
+    self.buffer[self.index] = new_value
+    self.sum += new_value
+
+    # Update the index in a circular manner
+    self.index = (self.index + 1) % self.window_size
+
+    # Track the number of added values (for partial windows)
+    self.count = min(self.count + 1, self.window_size)
+
+  def get_average(self) -> float:
+    if self.count == 0:
+      return float('nan')
+    return self.sum / self.count

common/version.h

@@ -1 +1 @@
-#define COMMA_VERSION "0.9.8"
+#define COMMA_VERSION "0.9.9"

conftest.py

@@ -14,7 +14,6 @@ collect_ignore = [
   "selfdrive/ui/tests/test_translations",
   "selfdrive/test/process_replay/test_processes.py",
   "selfdrive/test/process_replay/test_regen.py",
-  "selfdrive/test/test_time_to_onroad.py",
 ]
 collect_ignore_glob = [
   "selfdrive/debug/*.py",
@@ -78,8 +77,10 @@ def openpilot_class_fixture():
 
 
 @pytest.fixture(scope="function")
-def tici_setup_fixture(openpilot_function_fixture):
+def tici_setup_fixture(request, openpilot_function_fixture):
   """Ensure a consistent state for tests on-device. Needs the openpilot function fixture to run first."""
+  if 'skip_tici_setup' in request.keywords:
+    return
   HARDWARE.initialize_hardware()
   HARDWARE.set_power_save(False)
   os.system("pkill -9 -f athena")

docs/CARS.md

@@ -4,315 +4,328 @@
 
 A supported vehicle is one that just works when you install a comma device. All supported cars provide a better experience than any stock system. Supported vehicles reference the US market unless otherwise specified.
 
-# 290 Supported Cars
+# 302 Supported Cars
 
 |Make|Model|Supported Package|ACC|No ACC accel below|No ALC below|Steering Torque|Resume from stop|<a href="##"><img width=2000></a>Hardware Needed<br>&nbsp;|Video|
 |---|---|---|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
-|Acura|ILX 2016-19|AcuraWatch Plus|openpilot|26 mph|25 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Acura&model=ILX 2016-19">Buy Here</a></sub></details>||
-|Acura|RDX 2016-18|AcuraWatch Plus|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Acura&model=RDX 2016-18">Buy Here</a></sub></details>||
-|Acura|RDX 2019-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Acura&model=RDX 2019-22">Buy Here</a></sub></details>||
-|Audi|A3 2014-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=A3 2014-19">Buy Here</a></sub></details>||
-|Audi|A3 Sportback e-tron 2017-18|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=A3 Sportback e-tron 2017-18">Buy Here</a></sub></details>||
-|Audi|Q2 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=Q2 2018">Buy Here</a></sub></details>||
-|Audi|Q3 2019-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=Q3 2019-23">Buy Here</a></sub></details>||
-|Audi|RS3 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=RS3 2018">Buy Here</a></sub></details>||
-|Audi|S3 2015-17|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=S3 2015-17">Buy Here</a></sub></details>||
+|Acura|ILX 2016-19|AcuraWatch Plus|openpilot|26 mph|25 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Acura&model=ILX 2016-19">Buy Here</a></sub></details>||
+|Acura|RDX 2016-18|AcuraWatch Plus|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Acura&model=RDX 2016-18">Buy Here</a></sub></details>||
+|Acura|RDX 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Acura&model=RDX 2019-21">Buy Here</a></sub></details>||
+|Audi|A3 2014-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=A3 2014-19">Buy Here</a></sub></details>||
+|Audi|A3 Sportback e-tron 2017-18|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=A3 Sportback e-tron 2017-18">Buy Here</a></sub></details>||
+|Audi|Q2 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=Q2 2018">Buy Here</a></sub></details>||
+|Audi|Q3 2019-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=Q3 2019-23">Buy Here</a></sub></details>||
+|Audi|RS3 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=RS3 2018">Buy Here</a></sub></details>||
+|Audi|S3 2015-17|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Audi&model=S3 2015-17">Buy Here</a></sub></details>||
 |Chevrolet|Bolt EUV 2022-23|Premier or Premier Redline Trim without Super Cruise Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Bolt EUV 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/xvwzGMUA210" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
 |Chevrolet|Bolt EV 2022-23|2LT Trim with Adaptive Cruise Control Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Bolt EV 2022-23">Buy Here</a></sub></details>||
 |Chevrolet|Equinox 2019-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Equinox 2019-22">Buy Here</a></sub></details>||
 |Chevrolet|Silverado 1500 2020-21|Safety Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Silverado 1500 2020-21">Buy Here</a></sub></details>||
 |Chevrolet|Trailblazer 2021-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chevrolet&model=Trailblazer 2021-22">Buy Here</a></sub></details>||
-|Chrysler|Pacifica 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica 2017-18">Buy Here</a></sub></details>||
-|Chrysler|Pacifica 2019-20|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica 2019-20">Buy Here</a></sub></details>||
-|Chrysler|Pacifica 2021-23|All|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica 2021-23">Buy Here</a></sub></details>||
-|Chrysler|Pacifica Hybrid 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica Hybrid 2017-18">Buy Here</a></sub></details>||
-|Chrysler|Pacifica Hybrid 2019-24|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica Hybrid 2019-24">Buy Here</a></sub></details>||
+|Chrysler|Pacifica 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica 2017-18">Buy Here</a></sub></details>||
+|Chrysler|Pacifica 2019-20|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica 2019-20">Buy Here</a></sub></details>||
+|Chrysler|Pacifica 2021-23|All|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica 2021-23">Buy Here</a></sub></details>||
+|Chrysler|Pacifica Hybrid 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica Hybrid 2017-18">Buy Here</a></sub></details>||
+|Chrysler|Pacifica Hybrid 2019-24|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Chrysler&model=Pacifica Hybrid 2019-24">Buy Here</a></sub></details>||
 |comma|body|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|None||
-|CUPRA|Ateca 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=CUPRA&model=Ateca 2018-23">Buy Here</a></sub></details>||
-|Dodge|Durango 2020-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Dodge&model=Durango 2020-21">Buy Here</a></sub></details>||
-|Ford|Bronco Sport 2021-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Bronco Sport 2021-24">Buy Here</a></sub></details>||
-|Ford|Escape 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Escape 2020-22">Buy Here</a></sub></details>||
-|Ford|Escape Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Escape Hybrid 2020-22">Buy Here</a></sub></details>||
-|Ford|Escape Plug-in Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Escape Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||
-|Ford|Explorer 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Explorer 2020-24">Buy Here</a></sub></details>||
-|Ford|Explorer Hybrid 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Explorer Hybrid 2020-24">Buy Here</a></sub></details>||
-|Ford|Focus 2018[<sup>3</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Focus 2018">Buy Here</a></sub></details>||
-|Ford|Focus Hybrid 2018[<sup>3</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Focus Hybrid 2018">Buy Here</a></sub></details>||
-|Ford|Kuga 2020-22|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Kuga 2020-22">Buy Here</a></sub></details>||
-|Ford|Kuga Hybrid 2020-22|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Kuga Hybrid 2020-22">Buy Here</a></sub></details>||
-|Ford|Kuga Plug-in Hybrid 2020-22|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Kuga Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||
-|Ford|Maverick 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick 2022">Buy Here</a></sub></details>||
-|Ford|Maverick 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick 2023-24">Buy Here</a></sub></details>||
-|Ford|Maverick Hybrid 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick Hybrid 2022">Buy Here</a></sub></details>||
-|Ford|Maverick Hybrid 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick Hybrid 2023-24">Buy Here</a></sub></details>||
-|Genesis|G70 2018|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G70 2018">Buy Here</a></sub></details>||
-|Genesis|G70 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G70 2019-21">Buy Here</a></sub></details>||
-|Genesis|G70 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G70 2022-23">Buy Here</a></sub></details>||
-|Genesis|G80 2017|All|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G80 2017">Buy Here</a></sub></details>||
-|Genesis|G80 2018-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G80 2018-19">Buy Here</a></sub></details>||
-|Genesis|G80 (2.5T Advanced Trim, with HDA II) 2024[<sup>5</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G80 (2.5T Advanced Trim, with HDA II) 2024">Buy Here</a></sub></details>||
-|Genesis|G90 2017-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G90 2017-20">Buy Here</a></sub></details>||
-|Genesis|GV60 (Advanced Trim) 2023[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV60 (Advanced Trim) 2023">Buy Here</a></sub></details>||
-|Genesis|GV60 (Performance Trim) 2022-23[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV60 (Performance Trim) 2022-23">Buy Here</a></sub></details>||
-|Genesis|GV70 (2.5T Trim, without HDA II) 2022-23[<sup>5</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV70 (2.5T Trim, without HDA II) 2022-23">Buy Here</a></sub></details>||
-|Genesis|GV70 (3.5T Trim, without HDA II) 2022-23[<sup>5</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV70 (3.5T Trim, without HDA II) 2022-23">Buy Here</a></sub></details>||
-|Genesis|GV70 Electrified (Australia Only) 2022[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV70 Electrified (Australia Only) 2022">Buy Here</a></sub></details>||
-|Genesis|GV70 Electrified (with HDA II) 2023[<sup>5</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV70 Electrified (with HDA II) 2023">Buy Here</a></sub></details>||
-|Genesis|GV80 2023[<sup>5</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV80 2023">Buy Here</a></sub></details>||
+|CUPRA|Ateca 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=CUPRA&model=Ateca 2018-23">Buy Here</a></sub></details>||
+|Dodge|Durango 2020-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Dodge&model=Durango 2020-21">Buy Here</a></sub></details>||
+|Ford|Bronco Sport 2021-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Bronco Sport 2021-24">Buy Here</a></sub></details>||
+|Ford|Escape 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Escape 2020-22">Buy Here</a></sub></details>||
+|Ford|Escape Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Escape Hybrid 2020-22">Buy Here</a></sub></details>||
+|Ford|Escape Plug-in Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Escape Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||
+|Ford|Explorer 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Explorer 2020-24">Buy Here</a></sub></details>||
+|Ford|Explorer Hybrid 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Explorer Hybrid 2020-24">Buy Here</a></sub></details>||
+|Ford|F-150 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=F-150 2021-23">Buy Here</a></sub></details>||
+|Ford|F-150 Hybrid 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=F-150 Hybrid 2021-23">Buy Here</a></sub></details>||
+|Ford|Focus 2018[<sup>3</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Focus 2018">Buy Here</a></sub></details>||
+|Ford|Focus Hybrid 2018[<sup>3</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Focus Hybrid 2018">Buy Here</a></sub></details>||
+|Ford|Kuga 2020-22|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Kuga 2020-22">Buy Here</a></sub></details>||
+|Ford|Kuga Hybrid 2020-22|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Kuga Hybrid 2020-22">Buy Here</a></sub></details>||
+|Ford|Kuga Plug-in Hybrid 2020-22|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Kuga Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||
+|Ford|Maverick 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick 2022">Buy Here</a></sub></details>||
+|Ford|Maverick 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick 2023-24">Buy Here</a></sub></details>||
+|Ford|Maverick Hybrid 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick Hybrid 2022">Buy Here</a></sub></details>||
+|Ford|Maverick Hybrid 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Maverick Hybrid 2023-24">Buy Here</a></sub></details>||
+|Ford|Mustang Mach-E 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Mustang Mach-E 2021-23">Buy Here</a></sub></details>||
+|Ford|Ranger 2024|Adaptive Cruise Control with Lane Centering|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ford&model=Ranger 2024">Buy Here</a></sub></details>||
+|Genesis|G70 2018|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G70 2018">Buy Here</a></sub></details>||
+|Genesis|G70 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G70 2019-21">Buy Here</a></sub></details>||
+|Genesis|G70 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G70 2022-23">Buy Here</a></sub></details>||
+|Genesis|G80 2017|All|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G80 2017">Buy Here</a></sub></details>||
+|Genesis|G80 2018-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G80 2018-19">Buy Here</a></sub></details>||
+|Genesis|G80 (2.5T Advanced Trim, with HDA II) 2024[<sup>5</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G80 (2.5T Advanced Trim, with HDA II) 2024">Buy Here</a></sub></details>||
+|Genesis|G90 2017-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=G90 2017-20">Buy Here</a></sub></details>||
+|Genesis|GV60 (Advanced Trim) 2023[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV60 (Advanced Trim) 2023">Buy Here</a></sub></details>||
+|Genesis|GV60 (Performance Trim) 2022-23[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV60 (Performance Trim) 2022-23">Buy Here</a></sub></details>||
+|Genesis|GV70 (2.5T Trim, without HDA II) 2022-24[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV70 (2.5T Trim, without HDA II) 2022-24">Buy Here</a></sub></details>||
+|Genesis|GV70 (3.5T Trim, without HDA II) 2022-23[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV70 (3.5T Trim, without HDA II) 2022-23">Buy Here</a></sub></details>||
+|Genesis|GV70 Electrified (Australia Only) 2022[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV70 Electrified (Australia Only) 2022">Buy Here</a></sub></details>||
+|Genesis|GV70 Electrified (with HDA II) 2023-24[<sup>5</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV70 Electrified (with HDA II) 2023-24">Buy Here</a></sub></details>||
+|Genesis|GV80 2023[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Genesis&model=GV80 2023">Buy Here</a></sub></details>||
 |GMC|Sierra 1500 2020-21|Driver Alert Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=GMC&model=Sierra 1500 2020-21">Buy Here</a></sub></details>|<a href="https://youtu.be/5HbNoBLzRwE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Honda|Accord 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Accord 2018-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=mrUwlj3Mi58" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Honda|Accord Hybrid 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Accord Hybrid 2018-22">Buy Here</a></sub></details>||
-|Honda|Civic 2016-18|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic 2016-18">Buy Here</a></sub></details>|<a href="https://youtu.be/-IkImTe1NYE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Honda|Civic 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|2 mph[<sup>4</sup>](#footnotes)|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=4Iz1Mz5LGF8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Honda|Civic 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Honda|Civic Hatchback 2017-21|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic Hatchback 2017-21">Buy Here</a></sub></details>||
-|Honda|Civic Hatchback 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic Hatchback 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Honda|CR-V 2015-16|Touring Trim|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=CR-V 2015-16">Buy Here</a></sub></details>||
-|Honda|CR-V 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=CR-V 2017-22">Buy Here</a></sub></details>||
-|Honda|CR-V Hybrid 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=CR-V Hybrid 2017-22">Buy Here</a></sub></details>||
-|Honda|e 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=e 2020">Buy Here</a></sub></details>||
-|Honda|Fit 2018-20|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Fit 2018-20">Buy Here</a></sub></details>||
-|Honda|Freed 2020|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Freed 2020">Buy Here</a></sub></details>||
-|Honda|HR-V 2019-22|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=HR-V 2019-22">Buy Here</a></sub></details>||
-|Honda|HR-V 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=HR-V 2023">Buy Here</a></sub></details>||
-|Honda|Insight 2019-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Insight 2019-22">Buy Here</a></sub></details>||
-|Honda|Inspire 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Inspire 2018">Buy Here</a></sub></details>||
-|Honda|Odyssey 2018-20|Honda Sensing|openpilot|26 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Odyssey 2018-20">Buy Here</a></sub></details>||
-|Honda|Passport 2019-23|All|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Passport 2019-23">Buy Here</a></sub></details>||
-|Honda|Pilot 2016-22|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Pilot 2016-22">Buy Here</a></sub></details>||
-|Honda|Ridgeline 2017-25|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Ridgeline 2017-25">Buy Here</a></sub></details>||
-|Hyundai|Azera 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Azera 2022">Buy Here</a></sub></details>||
-|Hyundai|Azera Hybrid 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Azera Hybrid 2019">Buy Here</a></sub></details>||
-|Hyundai|Azera Hybrid 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Azera Hybrid 2020">Buy Here</a></sub></details>||
-|Hyundai|Custin 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Custin 2023">Buy Here</a></sub></details>||
-|Hyundai|Elantra 2017-18|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra 2017-18">Buy Here</a></sub></details>||
-|Hyundai|Elantra 2019|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra 2019">Buy Here</a></sub></details>||
-|Hyundai|Elantra 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Hyundai|Elantra GT 2017-20|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra GT 2017-20">Buy Here</a></sub></details>||
-|Hyundai|Elantra Hybrid 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra Hybrid 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Hyundai|Genesis 2015-16|Smart Cruise Control (SCC)|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Genesis 2015-16">Buy Here</a></sub></details>||
-|Hyundai|i30 2017-19|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=i30 2017-19">Buy Here</a></sub></details>||
-|Hyundai|Ioniq 5 (Southeast Asia and Europe only) 2022-24[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 5 (Southeast Asia and Europe only) 2022-24">Buy Here</a></sub></details>||
-|Hyundai|Ioniq 5 (with HDA II) 2022-24[<sup>5</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 5 (with HDA II) 2022-24">Buy Here</a></sub></details>||
-|Hyundai|Ioniq 5 (without HDA II) 2022-24[<sup>5</sup>](#footnotes)|Highway Driving Assist|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 5 (without HDA II) 2022-24">Buy Here</a></sub></details>||
-|Hyundai|Ioniq 6 (with HDA II) 2023-24[<sup>5</sup>](#footnotes)|Highway Driving Assist II|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 6 (with HDA II) 2023-24">Buy Here</a></sub></details>||
-|Hyundai|Ioniq Electric 2019|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Electric 2019">Buy Here</a></sub></details>||
-|Hyundai|Ioniq Electric 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Electric 2020">Buy Here</a></sub></details>||
-|Hyundai|Ioniq Hybrid 2017-19|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Hybrid 2017-19">Buy Here</a></sub></details>||
-|Hyundai|Ioniq Hybrid 2020-22|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Hybrid 2020-22">Buy Here</a></sub></details>||
-|Hyundai|Ioniq Plug-in Hybrid 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Plug-in Hybrid 2019">Buy Here</a></sub></details>||
-|Hyundai|Ioniq Plug-in Hybrid 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||
-|Hyundai|Kona 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona 2020">Buy Here</a></sub></details>||
-|Hyundai|Kona Electric 2018-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Electric 2018-21">Buy Here</a></sub></details>||
-|Hyundai|Kona Electric 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Electric 2022-23">Buy Here</a></sub></details>||
-|Hyundai|Kona Electric (with HDA II, Korea only) 2023[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Electric (with HDA II, Korea only) 2023">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=U2fOCmcQ8hw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Hyundai|Kona Hybrid 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai I connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Hybrid 2020">Buy Here</a></sub></details>||
-|Hyundai|Palisade 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Palisade 2020-22">Buy Here</a></sub></details>|<a href="https://youtu.be/TAnDqjF4fDY?t=456" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Hyundai|Santa Cruz 2022-24[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Cruz 2022-24">Buy Here</a></sub></details>||
-|Hyundai|Santa Fe 2019-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe 2019-20">Buy Here</a></sub></details>|<a href="https://youtu.be/bjDR0YjM__s" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Hyundai|Santa Fe 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/VnHzSTygTS4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Hyundai|Santa Fe Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe Hybrid 2022-23">Buy Here</a></sub></details>||
-|Hyundai|Santa Fe Plug-in Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe Plug-in Hybrid 2022-23">Buy Here</a></sub></details>||
-|Hyundai|Sonata 2018-19|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Sonata 2018-19">Buy Here</a></sub></details>||
-|Hyundai|Sonata 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Sonata 2020-23">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=ix63r9kE3Fw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Hyundai|Sonata Hybrid 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Sonata Hybrid 2020-23">Buy Here</a></sub></details>||
-|Hyundai|Staria 2023[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Staria 2023">Buy Here</a></sub></details>||
-|Hyundai|Tucson 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson 2021">Buy Here</a></sub></details>||
-|Hyundai|Tucson 2022[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson 2022">Buy Here</a></sub></details>||
-|Hyundai|Tucson 2023-24[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson 2023-24">Buy Here</a></sub></details>||
-|Hyundai|Tucson Diesel 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson Diesel 2019">Buy Here</a></sub></details>||
-|Hyundai|Tucson Hybrid 2022-24[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson Hybrid 2022-24">Buy Here</a></sub></details>||
-|Hyundai|Tucson Plug-in Hybrid 2024[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson Plug-in Hybrid 2024">Buy Here</a></sub></details>||
-|Hyundai|Veloster 2019-20|Smart Cruise Control (SCC)|Stock|5 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Veloster 2019-20">Buy Here</a></sub></details>||
-|Jeep|Grand Cherokee 2016-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Jeep&model=Grand Cherokee 2016-18">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=eLR9o2JkuRk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Jeep|Grand Cherokee 2019-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Jeep&model=Grand Cherokee 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=jBe4lWnRSu4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|Carnival 2022-24[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Carnival 2022-24">Buy Here</a></sub></details>||
-|Kia|Carnival (China only) 2023[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Carnival (China only) 2023">Buy Here</a></sub></details>||
-|Kia|Ceed 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Ceed 2019">Buy Here</a></sub></details>||
-|Kia|EV6 (Southeast Asia only) 2022-24[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=EV6 (Southeast Asia only) 2022-24">Buy Here</a></sub></details>||
-|Kia|EV6 (with HDA II) 2022-24[<sup>5</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=EV6 (with HDA II) 2022-24">Buy Here</a></sub></details>||
-|Kia|EV6 (without HDA II) 2022-24[<sup>5</sup>](#footnotes)|Highway Driving Assist|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=EV6 (without HDA II) 2022-24">Buy Here</a></sub></details>||
-|Kia|Forte 2019-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Forte 2019-21">Buy Here</a></sub></details>||
-|Kia|Forte 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Forte 2022-23">Buy Here</a></sub></details>||
-|Kia|K5 2021-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=K5 2021-24">Buy Here</a></sub></details>||
-|Kia|K5 Hybrid 2020-22|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=K5 Hybrid 2020-22">Buy Here</a></sub></details>||
-|Kia|K8 Hybrid (with HDA II) 2023[<sup>5</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=K8 Hybrid (with HDA II) 2023">Buy Here</a></sub></details>||
-|Kia|Niro EV 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|Niro EV 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2020">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|Niro EV 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2021">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|Niro EV 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2022">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|Niro EV 2023[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2023">Buy Here</a></sub></details>||
-|Kia|Niro Hybrid 2018|All|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2018">Buy Here</a></sub></details>||
-|Kia|Niro Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2021">Buy Here</a></sub></details>||
-|Kia|Niro Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2022">Buy Here</a></sub></details>||
-|Kia|Niro Hybrid 2023[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2023">Buy Here</a></sub></details>||
-|Kia|Niro Plug-in Hybrid 2018-19|All|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2018-19">Buy Here</a></sub></details>||
-|Kia|Niro Plug-in Hybrid 2020|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2020">Buy Here</a></sub></details>||
-|Kia|Niro Plug-in Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2021">Buy Here</a></sub></details>||
-|Kia|Niro Plug-in Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2022">Buy Here</a></sub></details>||
-|Kia|Optima 2017|Advanced Smart Cruise Control|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Optima 2017">Buy Here</a></sub></details>||
-|Kia|Optima 2019-20|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Optima 2019-20">Buy Here</a></sub></details>||
-|Kia|Optima Hybrid 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Optima Hybrid 2019">Buy Here</a></sub></details>||
-|Kia|Seltos 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Seltos 2021">Buy Here</a></sub></details>||
-|Kia|Sorento 2018|Advanced Smart Cruise Control & LKAS|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|Sorento 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|Sorento 2021-23[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento 2021-23">Buy Here</a></sub></details>||
-|Kia|Sorento Hybrid 2021-23[<sup>5</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento Hybrid 2021-23">Buy Here</a></sub></details>||
-|Kia|Sorento Plug-in Hybrid 2022-23[<sup>5</sup>](#footnotes)|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento Plug-in Hybrid 2022-23">Buy Here</a></sub></details>||
-|Kia|Sportage 2023-24[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sportage 2023-24">Buy Here</a></sub></details>||
-|Kia|Sportage Hybrid 2023[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sportage Hybrid 2023">Buy Here</a></sub></details>||
-|Kia|Stinger 2018-20|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Stinger 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=MJ94qoofYw0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Kia|Stinger 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Stinger 2022-23">Buy Here</a></sub></details>||
-|Kia|Telluride 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Telluride 2020-22">Buy Here</a></sub></details>||
-|Lexus|CT Hybrid 2017-18|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=CT Hybrid 2017-18">Buy Here</a></sub></details>||
-|Lexus|ES 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES 2017-18">Buy Here</a></sub></details>||
-|Lexus|ES 2019-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES 2019-24">Buy Here</a></sub></details>||
-|Lexus|ES Hybrid 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES Hybrid 2017-18">Buy Here</a></sub></details>||
-|Lexus|ES Hybrid 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES Hybrid 2019-25">Buy Here</a></sub></details>|<a href="https://youtu.be/BZ29osRVJeg?t=12" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Lexus|GS F 2016|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=GS F 2016">Buy Here</a></sub></details>||
-|Lexus|IS 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=IS 2017-19">Buy Here</a></sub></details>||
-|Lexus|IS 2022-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=IS 2022-23">Buy Here</a></sub></details>||
-|Lexus|LC 2024|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=LC 2024">Buy Here</a></sub></details>||
-|Lexus|NX 2018-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX 2018-19">Buy Here</a></sub></details>||
-|Lexus|NX 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX 2020-21">Buy Here</a></sub></details>||
-|Lexus|NX Hybrid 2018-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX Hybrid 2018-19">Buy Here</a></sub></details>||
-|Lexus|NX Hybrid 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX Hybrid 2020-21">Buy Here</a></sub></details>||
-|Lexus|RC 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RC 2018-20">Buy Here</a></sub></details>||
-|Lexus|RX 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX 2016">Buy Here</a></sub></details>||
-|Lexus|RX 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX 2017-19">Buy Here</a></sub></details>||
-|Lexus|RX 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX 2020-22">Buy Here</a></sub></details>||
-|Lexus|RX Hybrid 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX Hybrid 2016">Buy Here</a></sub></details>||
-|Lexus|RX Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX Hybrid 2017-19">Buy Here</a></sub></details>||
-|Lexus|RX Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX Hybrid 2020-22">Buy Here</a></sub></details>||
-|Lexus|UX Hybrid 2019-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=UX Hybrid 2019-23">Buy Here</a></sub></details>||
-|Lincoln|Aviator 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lincoln&model=Aviator 2020-24">Buy Here</a></sub></details>||
-|Lincoln|Aviator Plug-in Hybrid 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lincoln&model=Aviator Plug-in Hybrid 2020-24">Buy Here</a></sub></details>||
-|MAN|eTGE 2020-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=MAN&model=eTGE 2020-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|MAN|TGE 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=MAN&model=TGE 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Mazda|CX-5 2022-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Mazda&model=CX-5 2022-25">Buy Here</a></sub></details>||
-|Mazda|CX-9 2021-23|All|Stock|0 mph|28 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 RJ45 cable (7 ft)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Mazda&model=CX-9 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/dA3duO4a0O4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Nissan|Altima 2019-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan B connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=Altima 2019-20">Buy Here</a></sub></details>||
-|Nissan|Leaf 2018-23|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=Leaf 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/vaMbtAh_0cY" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Nissan|Rogue 2018-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=Rogue 2018-20">Buy Here</a></sub></details>||
-|Nissan|X-Trail 2017|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 RJ45 cable (7 ft)<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=X-Trail 2017">Buy Here</a></sub></details>||
-|Ram|1500 2019-24|Adaptive Cruise Control (ACC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Ram connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ram&model=1500 2019-24">Buy Here</a></sub></details>||
-|SEAT|Ateca 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=SEAT&model=Ateca 2016-23">Buy Here</a></sub></details>||
-|SEAT|Leon 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=SEAT&model=Leon 2014-20">Buy Here</a></sub></details>||
-|Subaru|Ascent 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Ascent 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Subaru|Crosstrek 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Crosstrek 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Subaru|Crosstrek 2020-23|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Crosstrek 2020-23">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Subaru|Forester 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Forester 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Subaru|Impreza 2017-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Impreza 2017-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Subaru|Impreza 2020-22|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Impreza 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Subaru|Legacy 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Legacy 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Subaru|Outback 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Outback 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Subaru|XV 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=XV 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Subaru|XV 2020-21|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=XV 2020-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
-|Škoda|Fabia 2022-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Fabia 2022-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
-|Škoda|Kamiq 2021-23[<sup>9,11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Kamiq 2021-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
-|Škoda|Karoq 2019-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Karoq 2019-23">Buy Here</a></sub></details>||
-|Škoda|Kodiaq 2017-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Kodiaq 2017-23">Buy Here</a></sub></details>||
-|Škoda|Octavia 2015-19[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Octavia 2015-19">Buy Here</a></sub></details>||
-|Škoda|Octavia RS 2016[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Octavia RS 2016">Buy Here</a></sub></details>||
-|Škoda|Octavia Scout 2017-19[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Octavia Scout 2017-19">Buy Here</a></sub></details>||
-|Škoda|Scala 2020-23[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Scala 2020-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
-|Škoda|Superb 2015-22[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Superb 2015-22">Buy Here</a></sub></details>||
-|Toyota|Alphard 2019-20|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Alphard 2019-20">Buy Here</a></sub></details>||
-|Toyota|Alphard Hybrid 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Alphard Hybrid 2021">Buy Here</a></sub></details>||
-|Toyota|Avalon 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2016">Buy Here</a></sub></details>||
-|Toyota|Avalon 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2017-18">Buy Here</a></sub></details>||
-|Toyota|Avalon 2019-21|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2019-21">Buy Here</a></sub></details>||
-|Toyota|Avalon 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2022">Buy Here</a></sub></details>||
-|Toyota|Avalon Hybrid 2019-21|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon Hybrid 2019-21">Buy Here</a></sub></details>||
-|Toyota|Avalon Hybrid 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon Hybrid 2022">Buy Here</a></sub></details>||
-|Toyota|C-HR 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR 2017-20">Buy Here</a></sub></details>||
-|Toyota|C-HR 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR 2021">Buy Here</a></sub></details>||
-|Toyota|C-HR Hybrid 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR Hybrid 2017-20">Buy Here</a></sub></details>||
-|Toyota|C-HR Hybrid 2021-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR Hybrid 2021-22">Buy Here</a></sub></details>||
-|Toyota|Camry 2018-20|All|Stock|0 mph[<sup>8</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=fkcjviZY9CM" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Camry 2021-24|All|openpilot|0 mph[<sup>8</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry 2021-24">Buy Here</a></sub></details>||
-|Toyota|Camry Hybrid 2018-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry Hybrid 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Q2DYY0AWKgk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Camry Hybrid 2021-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry Hybrid 2021-24">Buy Here</a></sub></details>||
-|Toyota|Corolla 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla 2017-19">Buy Here</a></sub></details>||
-|Toyota|Corolla 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla 2020-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Corolla Cross (Non-US only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Cross (Non-US only) 2020-23">Buy Here</a></sub></details>||
-|Toyota|Corolla Cross Hybrid (Non-US only) 2020-22|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Cross Hybrid (Non-US only) 2020-22">Buy Here</a></sub></details>||
-|Toyota|Corolla Hatchback 2019-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Hatchback 2019-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Corolla Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Hybrid 2020-22">Buy Here</a></sub></details>||
-|Toyota|Corolla Hybrid (South America only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Hybrid (South America only) 2020-23">Buy Here</a></sub></details>||
-|Toyota|Highlander 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander 2017-19">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=0wS0wXSLzoo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Highlander 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander 2020-23">Buy Here</a></sub></details>||
-|Toyota|Highlander Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander Hybrid 2017-19">Buy Here</a></sub></details>||
-|Toyota|Highlander Hybrid 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander Hybrid 2020-23">Buy Here</a></sub></details>||
-|Toyota|Mirai 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Mirai 2021">Buy Here</a></sub></details>||
-|Toyota|Prius 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius 2016">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Prius 2017-20|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Prius 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Prius Prime 2017-20|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius Prime 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Prius Prime 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius Prime 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|Prius v 2017|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius v 2017">Buy Here</a></sub></details>||
-|Toyota|RAV4 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2016">Buy Here</a></sub></details>||
-|Toyota|RAV4 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2017-18">Buy Here</a></sub></details>||
-|Toyota|RAV4 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=wJxjDd42gGA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|RAV4 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2022">Buy Here</a></sub></details>||
-|Toyota|RAV4 2023-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2023-24">Buy Here</a></sub></details>||
-|Toyota|RAV4 Hybrid 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2016">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|RAV4 Hybrid 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2017-18">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|RAV4 Hybrid 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2019-21">Buy Here</a></sub></details>||
-|Toyota|RAV4 Hybrid 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2022">Buy Here</a></sub></details>|<a href="https://youtu.be/U0nH9cnrFB0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Toyota|RAV4 Hybrid 2023-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2023-24">Buy Here</a></sub></details>||
-|Toyota|Sienna 2018-20|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 RJ45 cable (7 ft)<br>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Sienna 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=q1UPOo4Sh68" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Arteon 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Arteon eHybrid 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon eHybrid 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Arteon R 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon R 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Arteon Shooting Brake 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon Shooting Brake 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Atlas 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Atlas 2018-23">Buy Here</a></sub></details>||
-|Volkswagen|Atlas Cross Sport 2020-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Atlas Cross Sport 2020-22">Buy Here</a></sub></details>||
-|Volkswagen|California 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=California 2021-23">Buy Here</a></sub></details>||
-|Volkswagen|Caravelle 2020|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Caravelle 2020">Buy Here</a></sub></details>||
-|Volkswagen|CC 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=CC 2018-22">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Crafter 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Crafter 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|e-Crafter 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=e-Crafter 2018-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|e-Golf 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=e-Golf 2014-20">Buy Here</a></sub></details>||
-|Volkswagen|Golf 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf 2015-20">Buy Here</a></sub></details>||
-|Volkswagen|Golf Alltrack 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf Alltrack 2015-19">Buy Here</a></sub></details>||
-|Volkswagen|Golf GTD 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf GTD 2015-20">Buy Here</a></sub></details>||
-|Volkswagen|Golf GTE 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf GTE 2015-20">Buy Here</a></sub></details>||
-|Volkswagen|Golf GTI 2015-21|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf GTI 2015-21">Buy Here</a></sub></details>||
-|Volkswagen|Golf R 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf R 2015-19">Buy Here</a></sub></details>||
-|Volkswagen|Golf SportsVan 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf SportsVan 2015-20">Buy Here</a></sub></details>||
-|Volkswagen|Grand California 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Grand California 2019-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Volkswagen|Jetta 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Jetta 2018-23">Buy Here</a></sub></details>||
-|Volkswagen|Jetta GLI 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Jetta GLI 2021-23">Buy Here</a></sub></details>||
-|Volkswagen|Passat 2015-22[<sup>10</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Passat 2015-22">Buy Here</a></sub></details>||
-|Volkswagen|Passat Alltrack 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Passat Alltrack 2015-22">Buy Here</a></sub></details>||
-|Volkswagen|Passat GTE 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Passat GTE 2015-22">Buy Here</a></sub></details>||
-|Volkswagen|Polo 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Polo 2018-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
-|Volkswagen|Polo GTI 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Polo GTI 2018-23">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
-|Volkswagen|T-Cross 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=T-Cross 2021">Buy Here</a></sub></details>[<sup>13</sup>](#footnotes)||
-|Volkswagen|T-Roc 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=T-Roc 2018-23">Buy Here</a></sub></details>||
-|Volkswagen|Taos 2022-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Taos 2022-23">Buy Here</a></sub></details>||
-|Volkswagen|Teramont 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Teramont 2018-22">Buy Here</a></sub></details>||
-|Volkswagen|Teramont Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Teramont Cross Sport 2021-22">Buy Here</a></sub></details>||
-|Volkswagen|Teramont X 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Teramont X 2021-22">Buy Here</a></sub></details>||
-|Volkswagen|Tiguan 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Tiguan 2018-23">Buy Here</a></sub></details>||
-|Volkswagen|Tiguan eHybrid 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Tiguan eHybrid 2021-23">Buy Here</a></sub></details>||
-|Volkswagen|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,12</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Touran 2016-23">Buy Here</a></sub></details>||
+|Honda|Accord 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Accord 2018-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=mrUwlj3Mi58" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|Accord Hybrid 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Accord Hybrid 2018-22">Buy Here</a></sub></details>||
+|Honda|Civic 2016-18|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic 2016-18">Buy Here</a></sub></details>|<a href="https://youtu.be/-IkImTe1NYE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|Civic 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|2 mph[<sup>4</sup>](#footnotes)|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=4Iz1Mz5LGF8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|Civic 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|Civic Hatchback 2017-21|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic Hatchback 2017-21">Buy Here</a></sub></details>||
+|Honda|Civic Hatchback 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Civic Hatchback 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Honda|CR-V 2015-16|Touring Trim|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=CR-V 2015-16">Buy Here</a></sub></details>||
+|Honda|CR-V 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=CR-V 2017-22">Buy Here</a></sub></details>||
+|Honda|CR-V Hybrid 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=CR-V Hybrid 2017-22">Buy Here</a></sub></details>||
+|Honda|e 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=e 2020">Buy Here</a></sub></details>||
+|Honda|Fit 2018-20|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Fit 2018-20">Buy Here</a></sub></details>||
+|Honda|Freed 2020|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Freed 2020">Buy Here</a></sub></details>||
+|Honda|HR-V 2019-22|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=HR-V 2019-22">Buy Here</a></sub></details>||
+|Honda|HR-V 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=HR-V 2023">Buy Here</a></sub></details>||
+|Honda|Insight 2019-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Insight 2019-22">Buy Here</a></sub></details>||
+|Honda|Inspire 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Inspire 2018">Buy Here</a></sub></details>||
+|Honda|Odyssey 2018-20|Honda Sensing|openpilot|26 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Odyssey 2018-20">Buy Here</a></sub></details>||
+|Honda|Passport 2019-23|All|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Passport 2019-23">Buy Here</a></sub></details>||
+|Honda|Pilot 2016-22|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Pilot 2016-22">Buy Here</a></sub></details>||
+|Honda|Ridgeline 2017-25|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Honda&model=Ridgeline 2017-25">Buy Here</a></sub></details>||
+|Hyundai|Azera 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Azera 2022">Buy Here</a></sub></details>||
+|Hyundai|Azera Hybrid 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Azera Hybrid 2019">Buy Here</a></sub></details>||
+|Hyundai|Azera Hybrid 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Azera Hybrid 2020">Buy Here</a></sub></details>||
+|Hyundai|Custin 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Custin 2023">Buy Here</a></sub></details>||
+|Hyundai|Elantra 2017-18|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra 2017-18">Buy Here</a></sub></details>||
+|Hyundai|Elantra 2019|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra 2019">Buy Here</a></sub></details>||
+|Hyundai|Elantra 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Elantra GT 2017-20|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra GT 2017-20">Buy Here</a></sub></details>||
+|Hyundai|Elantra Hybrid 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Elantra Hybrid 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Genesis 2015-16|Smart Cruise Control (SCC)|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Genesis 2015-16">Buy Here</a></sub></details>||
+|Hyundai|i30 2017-19|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=i30 2017-19">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 5 (Southeast Asia and Europe only) 2022-24[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 5 (Southeast Asia and Europe only) 2022-24">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 5 (with HDA II) 2022-24[<sup>5</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 5 (with HDA II) 2022-24">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 5 (without HDA II) 2022-24[<sup>5</sup>](#footnotes)|Highway Driving Assist|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 5 (without HDA II) 2022-24">Buy Here</a></sub></details>||
+|Hyundai|Ioniq 6 (with HDA II) 2023-24[<sup>5</sup>](#footnotes)|Highway Driving Assist II|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq 6 (with HDA II) 2023-24">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Electric 2019|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Electric 2019">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Electric 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Electric 2020">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Hybrid 2017-19|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Hybrid 2017-19">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Hybrid 2020-22|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Hybrid 2020-22">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Plug-in Hybrid 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Plug-in Hybrid 2019">Buy Here</a></sub></details>||
+|Hyundai|Ioniq Plug-in Hybrid 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Ioniq Plug-in Hybrid 2020-22">Buy Here</a></sub></details>||
+|Hyundai|Kona 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona 2020">Buy Here</a></sub></details>||
+|Hyundai|Kona 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona 2022">Buy Here</a></sub></details>||
+|Hyundai|Kona Electric 2018-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Electric 2018-21">Buy Here</a></sub></details>||
+|Hyundai|Kona Electric 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Electric 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Kona Electric (with HDA II, Korea only) 2023[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Electric (with HDA II, Korea only) 2023">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=U2fOCmcQ8hw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Kona Hybrid 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai I connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Kona Hybrid 2020">Buy Here</a></sub></details>||
+|Hyundai|Nexo 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Nexo 2021">Buy Here</a></sub></details>||
+|Hyundai|Palisade 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Palisade 2020-22">Buy Here</a></sub></details>|<a href="https://youtu.be/TAnDqjF4fDY?t=456" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Santa Cruz 2022-24[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Cruz 2022-24">Buy Here</a></sub></details>||
+|Hyundai|Santa Fe 2019-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe 2019-20">Buy Here</a></sub></details>|<a href="https://youtu.be/bjDR0YjM__s" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Santa Fe 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/VnHzSTygTS4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Santa Fe Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe Hybrid 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Santa Fe Plug-in Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Santa Fe Plug-in Hybrid 2022-23">Buy Here</a></sub></details>||
+|Hyundai|Sonata 2018-19|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Sonata 2018-19">Buy Here</a></sub></details>||
+|Hyundai|Sonata 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Sonata 2020-23">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=ix63r9kE3Fw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Hyundai|Sonata Hybrid 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Sonata Hybrid 2020-23">Buy Here</a></sub></details>||
+|Hyundai|Staria 2023[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Staria 2023">Buy Here</a></sub></details>||
+|Hyundai|Tucson 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson 2021">Buy Here</a></sub></details>||
+|Hyundai|Tucson 2022[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson 2022">Buy Here</a></sub></details>||
+|Hyundai|Tucson 2023-24[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson 2023-24">Buy Here</a></sub></details>||
+|Hyundai|Tucson Diesel 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson Diesel 2019">Buy Here</a></sub></details>||
+|Hyundai|Tucson Hybrid 2022-24[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson Hybrid 2022-24">Buy Here</a></sub></details>||
+|Hyundai|Tucson Plug-in Hybrid 2024[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Tucson Plug-in Hybrid 2024">Buy Here</a></sub></details>||
+|Hyundai|Veloster 2019-20|Smart Cruise Control (SCC)|Stock|5 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Hyundai&model=Veloster 2019-20">Buy Here</a></sub></details>||
+|Jeep|Grand Cherokee 2016-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Jeep&model=Grand Cherokee 2016-18">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=eLR9o2JkuRk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Jeep|Grand Cherokee 2019-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Jeep&model=Grand Cherokee 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=jBe4lWnRSu4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Carnival 2022-24[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Carnival 2022-24">Buy Here</a></sub></details>||
+|Kia|Carnival (China only) 2023[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Carnival (China only) 2023">Buy Here</a></sub></details>||
+|Kia|Ceed 2019-21|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Ceed 2019-21">Buy Here</a></sub></details>||
+|Kia|EV6 (Southeast Asia only) 2022-24[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=EV6 (Southeast Asia only) 2022-24">Buy Here</a></sub></details>||
+|Kia|EV6 (with HDA II) 2022-24[<sup>5</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=EV6 (with HDA II) 2022-24">Buy Here</a></sub></details>||
+|Kia|EV6 (without HDA II) 2022-24[<sup>5</sup>](#footnotes)|Highway Driving Assist|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=EV6 (without HDA II) 2022-24">Buy Here</a></sub></details>||
+|Kia|Forte 2019-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Forte 2019-21">Buy Here</a></sub></details>||
+|Kia|Forte 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Forte 2022-23">Buy Here</a></sub></details>||
+|Kia|K5 2021-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=K5 2021-24">Buy Here</a></sub></details>||
+|Kia|K5 Hybrid 2020-22|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=K5 Hybrid 2020-22">Buy Here</a></sub></details>||
+|Kia|K8 Hybrid (with HDA II) 2023[<sup>5</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=K8 Hybrid (with HDA II) 2023">Buy Here</a></sub></details>||
+|Kia|Niro EV 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Niro EV 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2020">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Niro EV 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2021">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Niro EV 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2022">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Niro EV 2023[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro EV 2023">Buy Here</a></sub></details>||
+|Kia|Niro Hybrid 2018|All|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2018">Buy Here</a></sub></details>||
+|Kia|Niro Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2021">Buy Here</a></sub></details>||
+|Kia|Niro Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2022">Buy Here</a></sub></details>||
+|Kia|Niro Hybrid 2023[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Hybrid 2023">Buy Here</a></sub></details>||
+|Kia|Niro Plug-in Hybrid 2018-19|All|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2018-19">Buy Here</a></sub></details>||
+|Kia|Niro Plug-in Hybrid 2020|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2020">Buy Here</a></sub></details>||
+|Kia|Niro Plug-in Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2021">Buy Here</a></sub></details>||
+|Kia|Niro Plug-in Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Niro Plug-in Hybrid 2022">Buy Here</a></sub></details>||
+|Kia|Optima 2017|Advanced Smart Cruise Control|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Optima 2017">Buy Here</a></sub></details>||
+|Kia|Optima 2019-20|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Optima 2019-20">Buy Here</a></sub></details>||
+|Kia|Optima Hybrid 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Optima Hybrid 2019">Buy Here</a></sub></details>||
+|Kia|Seltos 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Seltos 2021">Buy Here</a></sub></details>||
+|Kia|Sorento 2018|Advanced Smart Cruise Control & LKAS|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Sorento 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Sorento 2021-23[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento 2021-23">Buy Here</a></sub></details>||
+|Kia|Sorento Hybrid 2021-23[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento Hybrid 2021-23">Buy Here</a></sub></details>||
+|Kia|Sorento Plug-in Hybrid 2022-23[<sup>5</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sorento Plug-in Hybrid 2022-23">Buy Here</a></sub></details>||
+|Kia|Sportage 2023-24[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sportage 2023-24">Buy Here</a></sub></details>||
+|Kia|Sportage Hybrid 2023[<sup>5</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Sportage Hybrid 2023">Buy Here</a></sub></details>||
+|Kia|Stinger 2018-20|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Stinger 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=MJ94qoofYw0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Kia|Stinger 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Stinger 2022-23">Buy Here</a></sub></details>||
+|Kia|Telluride 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Kia&model=Telluride 2020-22">Buy Here</a></sub></details>||
+|Lexus|CT Hybrid 2017-18|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=CT Hybrid 2017-18">Buy Here</a></sub></details>||
+|Lexus|ES 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES 2017-18">Buy Here</a></sub></details>||
+|Lexus|ES 2019-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES 2019-24">Buy Here</a></sub></details>||
+|Lexus|ES Hybrid 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES Hybrid 2017-18">Buy Here</a></sub></details>||
+|Lexus|ES Hybrid 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=ES Hybrid 2019-25">Buy Here</a></sub></details>|<a href="https://youtu.be/BZ29osRVJeg?t=12" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Lexus|GS F 2016|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=GS F 2016">Buy Here</a></sub></details>||
+|Lexus|IS 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=IS 2017-19">Buy Here</a></sub></details>||
+|Lexus|IS 2022-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=IS 2022-23">Buy Here</a></sub></details>||
+|Lexus|LC 2024|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=LC 2024">Buy Here</a></sub></details>||
+|Lexus|NX 2018-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX 2018-19">Buy Here</a></sub></details>||
+|Lexus|NX 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX 2020-21">Buy Here</a></sub></details>||
+|Lexus|NX Hybrid 2018-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX Hybrid 2018-19">Buy Here</a></sub></details>||
+|Lexus|NX Hybrid 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=NX Hybrid 2020-21">Buy Here</a></sub></details>||
+|Lexus|RC 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RC 2018-20">Buy Here</a></sub></details>||
+|Lexus|RX 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX 2016">Buy Here</a></sub></details>||
+|Lexus|RX 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX 2017-19">Buy Here</a></sub></details>||
+|Lexus|RX 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX 2020-22">Buy Here</a></sub></details>||
+|Lexus|RX Hybrid 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX Hybrid 2016">Buy Here</a></sub></details>||
+|Lexus|RX Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX Hybrid 2017-19">Buy Here</a></sub></details>||
+|Lexus|RX Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=RX Hybrid 2020-22">Buy Here</a></sub></details>||
+|Lexus|UX Hybrid 2019-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lexus&model=UX Hybrid 2019-24">Buy Here</a></sub></details>||
+|Lincoln|Aviator 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lincoln&model=Aviator 2020-24">Buy Here</a></sub></details>||
+|Lincoln|Aviator Plug-in Hybrid 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Lincoln&model=Aviator Plug-in Hybrid 2020-24">Buy Here</a></sub></details>||
+|MAN|eTGE 2020-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=MAN&model=eTGE 2020-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|MAN|TGE 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=MAN&model=TGE 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Mazda|CX-5 2022-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Mazda&model=CX-5 2022-25">Buy Here</a></sub></details>||
+|Mazda|CX-9 2021-23|All|Stock|0 mph|28 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Mazda&model=CX-9 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/dA3duO4a0O4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Nissan|Altima 2019-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan B connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=Altima 2019-20">Buy Here</a></sub></details>||
+|Nissan|Leaf 2018-23|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=Leaf 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/vaMbtAh_0cY" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Nissan|Rogue 2018-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=Rogue 2018-20">Buy Here</a></sub></details>||
+|Nissan|X-Trail 2017|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Nissan&model=X-Trail 2017">Buy Here</a></sub></details>||
+|Ram|1500 2019-24|Adaptive Cruise Control (ACC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ram connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Ram&model=1500 2019-24">Buy Here</a></sub></details>||
+|Rivian|R1S 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Rivian A connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Rivian&model=R1S 2022-24">Buy Here</a></sub></details>||
+|Rivian|R1T 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Rivian A connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Rivian&model=R1T 2022-24">Buy Here</a></sub></details>||
+|SEAT|Ateca 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=SEAT&model=Ateca 2016-23">Buy Here</a></sub></details>||
+|SEAT|Leon 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=SEAT&model=Leon 2014-20">Buy Here</a></sub></details>||
+|Subaru|Ascent 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Ascent 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|Crosstrek 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Crosstrek 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Subaru|Crosstrek 2020-23|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Crosstrek 2020-23">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|Forester 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Forester 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|Impreza 2017-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Impreza 2017-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|Impreza 2020-22|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Impreza 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|Legacy 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Legacy 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|Outback 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru B connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=Outback 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Subaru|XV 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=XV 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Subaru|XV 2020-21|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Subaru&model=XV 2020-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>||
+|Škoda|Fabia 2022-23[<sup>12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Fabia 2022-23">Buy Here</a></sub></details>[<sup>14</sup>](#footnotes)||
+|Škoda|Kamiq 2021-23[<sup>10,12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Kamiq 2021-23">Buy Here</a></sub></details>[<sup>14</sup>](#footnotes)||
+|Škoda|Karoq 2019-23[<sup>12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Karoq 2019-23">Buy Here</a></sub></details>||
+|Škoda|Kodiaq 2017-23[<sup>12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Kodiaq 2017-23">Buy Here</a></sub></details>||
+|Škoda|Octavia 2015-19[<sup>12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Octavia 2015-19">Buy Here</a></sub></details>||
+|Škoda|Octavia RS 2016[<sup>12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Octavia RS 2016">Buy Here</a></sub></details>||
+|Škoda|Octavia Scout 2017-19[<sup>12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Octavia Scout 2017-19">Buy Here</a></sub></details>||
+|Škoda|Scala 2020-23[<sup>12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Scala 2020-23">Buy Here</a></sub></details>[<sup>14</sup>](#footnotes)||
+|Škoda|Superb 2015-22[<sup>12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Škoda&model=Superb 2015-22">Buy Here</a></sub></details>||
+|Tesla|Model 3 (with HW3) 2019-23[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Tesla A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Tesla&model=Model 3 (with HW3) 2019-23">Buy Here</a></sub></details>||
+|Tesla|Model 3 (with HW4) 2024[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Tesla B connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Tesla&model=Model 3 (with HW4) 2024">Buy Here</a></sub></details>||
+|Tesla|Model Y (with HW3) 2020-23[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Tesla A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Tesla&model=Model Y (with HW3) 2020-23">Buy Here</a></sub></details>||
+|Tesla|Model Y (with HW4) 2024[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Tesla B connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Tesla&model=Model Y (with HW4) 2024">Buy Here</a></sub></details>||
+|Toyota|Alphard 2019-20|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Alphard 2019-20">Buy Here</a></sub></details>||
+|Toyota|Alphard Hybrid 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Alphard Hybrid 2021">Buy Here</a></sub></details>||
+|Toyota|Avalon 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2016">Buy Here</a></sub></details>||
+|Toyota|Avalon 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2017-18">Buy Here</a></sub></details>||
+|Toyota|Avalon 2019-21|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2019-21">Buy Here</a></sub></details>||
+|Toyota|Avalon 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon 2022">Buy Here</a></sub></details>||
+|Toyota|Avalon Hybrid 2019-21|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon Hybrid 2019-21">Buy Here</a></sub></details>||
+|Toyota|Avalon Hybrid 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Avalon Hybrid 2022">Buy Here</a></sub></details>||
+|Toyota|C-HR 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR 2017-20">Buy Here</a></sub></details>||
+|Toyota|C-HR 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR 2021">Buy Here</a></sub></details>||
+|Toyota|C-HR Hybrid 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR Hybrid 2017-20">Buy Here</a></sub></details>||
+|Toyota|C-HR Hybrid 2021-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=C-HR Hybrid 2021-22">Buy Here</a></sub></details>||
+|Toyota|Camry 2018-20|All|Stock|0 mph[<sup>9</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=fkcjviZY9CM" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Camry 2021-24|All|openpilot|0 mph[<sup>9</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry 2021-24">Buy Here</a></sub></details>||
+|Toyota|Camry Hybrid 2018-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry Hybrid 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Q2DYY0AWKgk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Camry Hybrid 2021-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Camry Hybrid 2021-24">Buy Here</a></sub></details>||
+|Toyota|Corolla 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla 2017-19">Buy Here</a></sub></details>||
+|Toyota|Corolla 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla 2020-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Corolla Cross (Non-US only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Cross (Non-US only) 2020-23">Buy Here</a></sub></details>||
+|Toyota|Corolla Cross Hybrid (Non-US only) 2020-22|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Cross Hybrid (Non-US only) 2020-22">Buy Here</a></sub></details>||
+|Toyota|Corolla Hatchback 2019-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Hatchback 2019-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Corolla Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Hybrid 2020-22">Buy Here</a></sub></details>||
+|Toyota|Corolla Hybrid (South America only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Corolla Hybrid (South America only) 2020-23">Buy Here</a></sub></details>||
+|Toyota|Highlander 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander 2017-19">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=0wS0wXSLzoo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Highlander 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander 2020-23">Buy Here</a></sub></details>||
+|Toyota|Highlander Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander Hybrid 2017-19">Buy Here</a></sub></details>||
+|Toyota|Highlander Hybrid 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Highlander Hybrid 2020-23">Buy Here</a></sub></details>||
+|Toyota|Mirai 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Mirai 2021">Buy Here</a></sub></details>||
+|Toyota|Prius 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius 2016">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius 2017-20|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius Prime 2017-20|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius Prime 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius Prime 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius Prime 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Prius v 2017|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Prius v 2017">Buy Here</a></sub></details>||
+|Toyota|RAV4 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2016">Buy Here</a></sub></details>||
+|Toyota|RAV4 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2017-18">Buy Here</a></sub></details>||
+|Toyota|RAV4 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=wJxjDd42gGA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|RAV4 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2022">Buy Here</a></sub></details>||
+|Toyota|RAV4 2023-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 2023-24">Buy Here</a></sub></details>||
+|Toyota|RAV4 Hybrid 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2016">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|RAV4 Hybrid 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2017-18">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|RAV4 Hybrid 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2019-21">Buy Here</a></sub></details>||
+|Toyota|RAV4 Hybrid 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2022">Buy Here</a></sub></details>|<a href="https://youtu.be/U0nH9cnrFB0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|RAV4 Hybrid 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=RAV4 Hybrid 2023-25">Buy Here</a></sub></details>|<a href="https://youtu.be/4eIsEq4L4Ng" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Toyota|Sienna 2018-20|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Toyota&model=Sienna 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=q1UPOo4Sh68" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Arteon 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Arteon eHybrid 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon eHybrid 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Arteon R 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon R 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Arteon Shooting Brake 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Arteon Shooting Brake 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Atlas 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Atlas 2018-23">Buy Here</a></sub></details>||
+|Volkswagen|Atlas Cross Sport 2020-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Atlas Cross Sport 2020-22">Buy Here</a></sub></details>||
+|Volkswagen|California 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=California 2021-23">Buy Here</a></sub></details>||
+|Volkswagen|Caravelle 2020|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Caravelle 2020">Buy Here</a></sub></details>||
+|Volkswagen|CC 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=CC 2018-22">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Crafter 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Crafter 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|e-Crafter 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=e-Crafter 2018-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|e-Golf 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=e-Golf 2014-20">Buy Here</a></sub></details>||
+|Volkswagen|Golf 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf 2015-20">Buy Here</a></sub></details>||
+|Volkswagen|Golf Alltrack 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf Alltrack 2015-19">Buy Here</a></sub></details>||
+|Volkswagen|Golf GTD 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf GTD 2015-20">Buy Here</a></sub></details>||
+|Volkswagen|Golf GTE 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf GTE 2015-20">Buy Here</a></sub></details>||
+|Volkswagen|Golf GTI 2015-21|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf GTI 2015-21">Buy Here</a></sub></details>||
+|Volkswagen|Golf R 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf R 2015-19">Buy Here</a></sub></details>||
+|Volkswagen|Golf SportsVan 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Golf SportsVan 2015-20">Buy Here</a></sub></details>||
+|Volkswagen|Grand California 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Grand California 2019-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Volkswagen|Jetta 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Jetta 2018-23">Buy Here</a></sub></details>||
+|Volkswagen|Jetta GLI 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Jetta GLI 2021-23">Buy Here</a></sub></details>||
+|Volkswagen|Passat 2015-22[<sup>11</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Passat 2015-22">Buy Here</a></sub></details>||
+|Volkswagen|Passat Alltrack 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Passat Alltrack 2015-22">Buy Here</a></sub></details>||
+|Volkswagen|Passat GTE 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Passat GTE 2015-22">Buy Here</a></sub></details>||
+|Volkswagen|Polo 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Polo 2018-23">Buy Here</a></sub></details>[<sup>14</sup>](#footnotes)||
+|Volkswagen|Polo GTI 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Polo GTI 2018-23">Buy Here</a></sub></details>[<sup>14</sup>](#footnotes)||
+|Volkswagen|T-Cross 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=T-Cross 2021">Buy Here</a></sub></details>[<sup>14</sup>](#footnotes)||
+|Volkswagen|T-Roc 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=T-Roc 2018-23">Buy Here</a></sub></details>||
+|Volkswagen|Taos 2022-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Taos 2022-23">Buy Here</a></sub></details>||
+|Volkswagen|Teramont 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Teramont 2018-22">Buy Here</a></sub></details>||
+|Volkswagen|Teramont Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Teramont Cross Sport 2021-22">Buy Here</a></sub></details>||
+|Volkswagen|Teramont X 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Teramont X 2021-22">Buy Here</a></sub></details>||
+|Volkswagen|Tiguan 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Tiguan 2018-23">Buy Here</a></sub></details>||
+|Volkswagen|Tiguan eHybrid 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Tiguan eHybrid 2021-23">Buy Here</a></sub></details>||
+|Volkswagen|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,13</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 comma power v2<br>- 1 harness box<br>- 1 long OBD-C cable<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x.html?make=Volkswagen&model=Touran 2016-23">Buy Here</a></sub></details>||
 
 ### Footnotes
-<sup>1</sup>openpilot Longitudinal Control (Alpha) is available behind a toggle; the toggle is only available in non-release branches such as `devel` or `master-ci`. <br />
+<sup>1</sup>openpilot Longitudinal Control (Alpha) is available behind a toggle; the toggle is only available in non-release branches such as `devel` or `nightly-dev`. <br />
 <sup>2</sup>By default, this car will use the stock Adaptive Cruise Control (ACC) for longitudinal control. If the Driver Support Unit (DSU) is disconnected, openpilot ACC will replace stock ACC. <b><i>NOTE: disconnecting the DSU disables Automatic Emergency Braking (AEB).</i></b> <br />
 <sup>3</sup>Refers only to the Focus Mk4 (C519) available in Europe/China/Taiwan/Australasia, not the Focus Mk3 (C346) in North and South America/Southeast Asia. <br />
 <sup>4</sup>2019 Honda Civic 1.6L Diesel Sedan does not have ALC below 12mph. <br />
 <sup>5</sup>Requires a <a href="https://comma.ai/shop/can-fd-panda-kit" target="_blank">CAN FD panda kit</a> if not using comma 3X for this <a href="https://en.wikipedia.org/wiki/CAN_FD" target="_blank">CAN FD car</a>. <br />
 <sup>6</sup>In the non-US market, openpilot requires the car to come equipped with EyeSight with Lane Keep Assistance. <br />
 <sup>7</sup>Enabling longitudinal control (alpha) will disable all EyeSight functionality, including AEB, LDW, and RAB. <br />
-<sup>8</sup>openpilot operates above 28mph for Camry 4CYL L, 4CYL LE and 4CYL SE which don't have Full-Speed Range Dynamic Radar Cruise Control. <br />
-<sup>9</sup>Not including the China market Kamiq, which is based on the (currently) unsupported PQ34 platform. <br />
-<sup>10</sup>Refers only to the MQB-based European B8 Passat, not the NMS Passat in the USA/China/Mideast markets. <br />
-<sup>11</sup>Some Škoda vehicles are equipped with heated windshields, which are known to block GPS signal needed for some comma 3X functionality. <br />
-<sup>12</sup>Only available for vehicles using a gateway (J533) harness. At this time, vehicles using a camera harness are limited to using stock ACC. <br />
-<sup>13</sup>Model-years 2022 and beyond may have a combined CAN gateway and BCM, which is supported by openpilot in software, but doesn't yet have a harness available from the comma store. <br />
+<sup>8</sup>Some 2023 model years have HW4. To check which hardware type your vehicle has, look for <b>Autopilot computer</b> under <b>Software -> Additional Vehicle Information</b> on your vehicle's touchscreen. See <a href="https://www.notateslaapp.com/news/2173/how-to-check-if-your-tesla-has-hardware-4-ai4-or-hardware-3">this page</a> for more information. <br />
+<sup>9</sup>openpilot operates above 28mph for Camry 4CYL L, 4CYL LE and 4CYL SE which don't have Full-Speed Range Dynamic Radar Cruise Control. <br />
+<sup>10</sup>Not including the China market Kamiq, which is based on the (currently) unsupported PQ34 platform. <br />
+<sup>11</sup>Refers only to the MQB-based European B8 Passat, not the NMS Passat in the USA/China/Mideast markets. <br />
+<sup>12</sup>Some Škoda vehicles are equipped with heated windshields, which are known to block GPS signal needed for some comma 3X functionality. <br />
+<sup>13</sup>Only available for vehicles using a gateway (J533) harness. At this time, vehicles using a camera harness are limited to using stock ACC. <br />
+<sup>14</sup>Model-years 2022 and beyond may have a combined CAN gateway and BCM, which is supported by openpilot in software, but doesn't yet have a harness available from the comma store. <br />
 
 ## Community Maintained Cars
 Although they're not upstream, the community has openpilot running on other makes and models. See the 'Community Supported Models' section of each make [on our wiki](https://wiki.comma.ai/).

docs/CONTRIBUTING.md

@@ -63,3 +63,12 @@ A good pull request has all of the following:
 * Connect your device to Wi-Fi regularly, so that we can pull data for training better driving models.
 * Run the `nightly` branch and report issues. This branch is like `master` but it's built just like a release.
 * Annotate images in the [comma10k dataset](https://github.com/commaai/comma10k).
+
+## Contributing Training Data
+
+### A guide for forks
+
+In order for your fork's data to be eligible for the training set:
+* **Your cereal messaging structs must be [compatible](../cereal#custom-forks)**
+* **The definitions of all the stock messaging structs must not change**: Do not change how any of the fields are set, including everything from `selfdriveState.enabled` to `carState.steeringAngleDeg`. Instead, create your own structs and set them however you'd like.
+* **Do not include cars that are not supported in upstream platforms**: Instead, create new opendbc platforms for cars that you'd like to support outside of upstream, even if it's just a trim-level difference.

docs/contributing/roadmap.md

@@ -16,7 +16,7 @@ a [learned simulator](https://youtu.be/EqQNZXqzFSI).
 * Always-on driver monitoring (behind a toggle)
 * GPS removed from the driving stack
 * 100KB qlogs
-* `master-ci` pushed after 1000 hours of hardware-in-the-loop testing
+* `nightly` pushed after 1000 hours of hardware-in-the-loop testing
 * Car interface code moved into [opendbc](https://github.com/commaai/opendbc)
 * openpilot on PC for Linux x86, Linux arm64, and Mac (Apple Silicon)
 

docs/how-to/connect-to-comma.md

@@ -29,6 +29,22 @@ Here's an example command for connecting to your device using its tethered conne
 
 For doing development work on device, it's recommended to use [SSH agent forwarding](https://docs.github.com/en/developers/overview/using-ssh-agent-forwarding).
 
+
+## ADB
+
+In order to use ADB on your device, you'll need to enable it in the device's settings.
+
+* Enable ADB in your device's settings
+* Connect to your device
+    * `adb shell` over USB
+    * `adb connect` over WiFi
+    * Here's an example command for connecting to your device using its tethered connection: `adb connect 192.168.43.1:5555`
+
+> [!NOTE]
+> The default port for ADB is 5555 on the comma 3/3X.
+
+For more info on ADB, see the [Android Debug Bridge (ADB) documentation](https://developer.android.com/tools/adb).
+
 ### Notes
 
 The public keys are only fetched from your GitHub account once. In order to update your device's authorized keys, you'll need to re-enter your GitHub username.

launch_chffrplus.sh

@@ -1,13 +1,9 @@
 #!/usr/bin/env bash
 
-if [ -z "$BASEDIR" ]; then
-  BASEDIR="/data/openpilot"
-fi
-
-source "$BASEDIR/launch_env.sh"
-
 DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null && pwd )"
 
+source "$DIR/launch_env.sh"
+
 function agnos_init {
   # TODO: move this to agnos
   sudo rm -f /data/etc/NetworkManager/system-connections/*.nmmeta
@@ -38,25 +34,25 @@ function launch {
   # Check to see if there's a valid overlay-based update available. Conditions
   # are as follows:
   #
-  # 1. The BASEDIR init file has to exist, with a newer modtime than anything in
-  #    the BASEDIR Git repo. This checks for local development work or the user
+  # 1. The DIR init file has to exist, with a newer modtime than anything in
+  #    the DIR Git repo. This checks for local development work or the user
   #    switching branches/forks, which should not be overwritten.
   # 2. The FINALIZED consistent file has to exist, indicating there's an update
   #    that completed successfully and synced to disk.
 
-  if [ -f "${BASEDIR}/.overlay_init" ]; then
-    find ${BASEDIR}/.git -newer ${BASEDIR}/.overlay_init | grep -q '.' 2> /dev/null
+  if [ -f "${DIR}/.overlay_init" ]; then
+    find ${DIR}/.git -newer ${DIR}/.overlay_init | grep -q '.' 2> /dev/null
     if [ $? -eq 0 ]; then
-      echo "${BASEDIR} has been modified, skipping overlay update installation"
+      echo "${DIR} has been modified, skipping overlay update installation"
     else
       if [ -f "${STAGING_ROOT}/finalized/.overlay_consistent" ]; then
         if [ ! -d /data/safe_staging/old_openpilot ]; then
           echo "Valid overlay update found, installing"
           LAUNCHER_LOCATION="${BASH_SOURCE[0]}"
 
-          mv $BASEDIR /data/safe_staging/old_openpilot
-          mv "${STAGING_ROOT}/finalized" $BASEDIR
-          cd $BASEDIR
+          mv $DIR /data/safe_staging/old_openpilot
+          mv "${STAGING_ROOT}/finalized" $DIR
+          cd $DIR
 
           echo "Restarting launch script ${LAUNCHER_LOCATION}"
           unset AGNOS_VERSION

launch_env.sh

@@ -7,7 +7,7 @@ export OPENBLAS_NUM_THREADS=1
 export VECLIB_MAXIMUM_THREADS=1
 
 if [ -z "$AGNOS_VERSION" ]; then
-  export AGNOS_VERSION="11.4"
+  export AGNOS_VERSION="11.11"
 fi
 
 export STAGING_ROOT="/data/safe_staging"

pyproject.toml

@@ -42,7 +42,7 @@ dependencies = [
 
   # modeld
   "onnx >= 1.14.0",
-  "onnxruntime >=1.16.3",
+  "llvmlite",
 
   # logging
   "pyzmq",
@@ -99,11 +99,13 @@ dev = [
   "av",
   "azure-identity",
   "azure-storage-blob",
+  "dbus-next",
   "dictdiffer",
   "lru-dict",
   "matplotlib",
   "parameterized >=0.8, <0.9",
   "pyautogui",
+  "pygame",
   "pyopencl; platform_machine != 'aarch64'", # broken on arm64
   "pytools < 2024.1.11; platform_machine != 'aarch64'", # pyopencl use a broken version
   "pywinctl",
@@ -111,6 +113,7 @@ dev = [
   "tabulate",
   "types-requests",
   "types-tabulate",
+  "raylib",
 ]
 
 tools = [
@@ -142,6 +145,7 @@ asyncio_default_fixture_loop_scope = "function"
 markers = [
   "slow: tests that take awhile to run and can be skipped with -m 'not slow'",
   "tici: tests that are only meant to run on the C3/C3X",
+  "skip_tici_setup: mark test to skip tici setup fixture"
 ]
 testpaths = [
   "common",
@@ -164,7 +168,7 @@ testpaths = [
 [tool.codespell]
 quiet-level = 3
 # if you've got a short variable name that's getting flagged, add it here
-ignore-words-list = "bu,ro,te,ue,alo,hda,ois,nam,nams,ned,som,parm,setts,inout,warmup,bumb,nd,sie,preints,whit,indexIn,ws,uint,grey,deque,stdio,amin,BA,LITE,atEnd,UIs,errorString,arange,FocusIn,od,tim,relA,hist,copyable,jupyter,thead"
+ignore-words-list = "bu,ro,te,ue,alo,hda,ois,nam,nams,ned,som,parm,setts,inout,warmup,bumb,nd,sie,preints,whit,indexIn,ws,uint,grey,deque,stdio,amin,BA,LITE,atEnd,UIs,errorString,arange,FocusIn,od,tim,relA,hist,copyable,jupyter,thead,TGE,abl"
 builtin = "clear,rare,informal,code,names,en-GB_to_en-US"
 skip = "./third_party/*, ./tinygrad/*, ./tinygrad_repo/*, ./msgq/*, ./panda/*, ./opendbc/*, ./opendbc_repo/*, ./rednose/*, ./rednose_repo/*, ./teleoprtc/*, ./teleoprtc_repo/*, *.ts, uv.lock, *.onnx, ./cereal/gen/*, */c_generated_code/*"
 
@@ -214,7 +218,7 @@ lint.select = [
   "E", "F", "W", "PIE", "C4", "ISC", "A", "B",
   "NPY", # numpy
   "UP",  # pyupgrade
-  "TRY302", "TRY400", "TRY401", # try/excepts
+  "TRY203", "TRY400", "TRY401", # try/excepts
   "RUF008", "RUF100",
   "TID251",
   "PLR1704",

release/build_devel.sh

@@ -19,15 +19,15 @@ cd $TARGET_DIR
 cp -r $SOURCE_DIR/.git $TARGET_DIR
 pre-commit uninstall || true
 
-echo "[-] bringing master-ci and devel in sync T=$SECONDS"
+echo "[-] bringing __nightly and devel in sync T=$SECONDS"
 cd $TARGET_DIR
 
-git fetch --depth 1 origin master-ci
+git fetch --depth 1 origin __nightly
 git fetch --depth 1 origin devel
 
-git checkout -f --track origin/master-ci
-git reset --hard master-ci
-git checkout master-ci
+git checkout -f --track origin/__nightly
+git reset --hard __nightly
+git checkout __nightly
 git reset --hard origin/devel
 git clean -xdff
 git lfs uninstall
@@ -51,9 +51,13 @@ rm -f panda/board/obj/panda.bin.signed
 
 # include source commit hash and build date in commit
 GIT_HASH=$(git --git-dir=$SOURCE_DIR/.git rev-parse HEAD)
+GIT_COMMIT_DATE=$(git --git-dir=$SOURCE_DIR/.git show --no-patch --format='%ct %ci' HEAD)
 DATETIME=$(date '+%Y-%m-%dT%H:%M:%S')
 VERSION=$(cat $SOURCE_DIR/common/version.h | awk -F\" '{print $2}')
 
+echo -n "$GIT_HASH" > git_src_commit
+echo -n "$GIT_COMMIT_DATE" > git_src_commit_date
+
 echo "[-] committing version $VERSION T=$SECONDS"
 git add -f .
 git status
@@ -81,7 +85,7 @@ fi
 
 if [ ! -z "$BRANCH" ]; then
   echo "[-] Pushing to $BRANCH T=$SECONDS"
-  git push -f origin master-ci:$BRANCH
+  git push -f origin __nightly:$BRANCH
 fi
 
 echo "[-] done T=$SECONDS, ready at $TARGET_DIR"

release/build_release.sh

@@ -40,8 +40,6 @@ rm -f panda/board/obj/panda.bin.signed
 rm -f panda/board/obj/panda_h7.bin.signed
 
 VERSION=$(cat common/version.h | awk -F[\"-]  '{print $2}')
-echo "#define COMMA_VERSION \"$VERSION-release\"" > common/version.h
-
 echo "[-] committing version $VERSION T=$SECONDS"
 git add -f .
 git commit -a -m "openpilot v$VERSION release"
@@ -74,7 +72,8 @@ find . -name '*.pyc' -delete
 find . -name 'moc_*' -delete
 find . -name '__pycache__' -delete
 rm -rf .sconsign.dblite Jenkinsfile release/
-rm selfdrive/modeld/models/supercombo.onnx
+rm selfdrive/modeld/models/driving_vision.onnx
+rm selfdrive/modeld/models/driving_policy.onnx
 
 find third_party/ -name '*x86*' -exec rm -r {} +
 find third_party/ -name '*Darwin*' -exec rm -r {} +
@@ -91,14 +90,9 @@ git add -f .
 git commit --amend -m "openpilot v$VERSION"
 
 # Run tests
-TEST_FILES="tools/"
-cd $SOURCE_DIR
-cp -pR -n --parents $TEST_FILES $BUILD_DIR/
 cd $BUILD_DIR
 RELEASE=1 pytest -n0 -s selfdrive/test/test_onroad.py
-#system/manager/test/test_manager.py
-pytest selfdrive/car/tests/test_car_interfaces.py
-rm -rf $TEST_FILES
+#pytest selfdrive/car/tests/test_car_interfaces.py
 
 if [ ! -z "$RELEASE_BRANCH" ]; then
   echo "[-] pushing release T=$SECONDS"

release/release_files.py

@@ -8,6 +8,7 @@ ROOT = HERE + "/.."
 
 blacklist = [
   ".git/",
+  ".github/workflows/",
 
   "matlab.*.md",
 

scripts/jenkins_loop_test.sh

@@ -0,0 +1,129 @@
+#!/usr/bin/env bash
+set -e
+
+YELLOW='\033[0;33m'
+GREEN='\033[0;32m'
+UNDERLINE='\033[4m'
+BOLD='\033[1m'
+NC='\033[0m'
+
+BRANCH="master"
+RUNS="20"
+
+COOKIE_JAR=/tmp/cookies
+CRUMB=$(curl -s --cookie-jar $COOKIE_JAR 'https://jenkins.comma.life/crumbIssuer/api/xml?xpath=concat(//crumbRequestField,":",//crumb)')
+
+FIRST_LOOP=1
+
+function loop() {
+  JENKINS_BRANCH="__jenkins_loop_${BRANCH}"
+  API_ROUTE="https://jenkins.comma.life/job/openpilot/job/$JENKINS_BRANCH"
+
+  for run in $(seq 1 $((RUNS / 2))); do
+
+    N=2
+
+    if [[ $FIRST_LOOP ]]; then
+      TEMP_DIR=$(mktemp -d)
+      GIT_LFS_SKIP_SMUDGE=1 git clone --quiet -b $BRANCH --depth=1 --no-tags git@github.com:commaai/openpilot $TEMP_DIR
+      git -C $TEMP_DIR checkout --quiet -b $JENKINS_BRANCH
+      echo "TESTING: $(date)" >> $TEMP_DIR/testing_jenkins
+      git -C $TEMP_DIR add testing_jenkins
+      git -C $TEMP_DIR commit --quiet -m "testing"
+      git -C $TEMP_DIR push --quiet -f origin $JENKINS_BRANCH
+      rm -rf $TEMP_DIR
+      FIRST_BUILD=1
+      echo ''
+      echo 'waiting on Jenkins...'
+      echo ''
+      sleep 90
+      FIRST_LOOP=""
+    fi
+
+    FIRST_BUILD=$(curl -s $API_ROUTE/api/json | jq .nextBuildNumber)
+    LAST_BUILD=$((FIRST_BUILD+N-1))
+    TEST_BUILDS=( $(seq $FIRST_BUILD $LAST_BUILD) )
+
+    # Start N new builds
+    for i in ${TEST_BUILDS[@]};
+    do
+      echo "Starting build $i"
+      curl -s --output /dev/null --cookie $COOKIE_JAR -H "$CRUMB" -X POST $API_ROUTE/build?delay=0sec
+      sleep 5
+    done
+    echo ""
+
+    # Wait for all builds to end
+    while true; do
+      sleep 30
+
+      count=0
+      for i in ${TEST_BUILDS[@]};
+      do
+        RES=$(curl -s -w "\n%{http_code}" --cookie $COOKIE_JAR -H "$CRUMB" $API_ROUTE/$i/api/json)
+        HTTP_CODE=$(tail -n1 <<< "$RES")
+        JSON=$(sed '$ d' <<< "$RES")
+
+        if [[ $HTTP_CODE == "200" ]]; then
+          STILL_RUNNING=$(echo $JSON | jq .inProgress)
+          if [[ $STILL_RUNNING == "true" ]]; then
+            echo -e "Build $i: ${YELLOW}still running${NC}"
+            continue
+          else
+            count=$((count+1))
+            echo -e "Build $i: ${GREEN}done${NC}"
+          fi
+        else
+          echo "No status for build $i"
+        fi
+      done
+      echo "See live results: ${API_ROUTE}/buildTimeTrend"
+      echo ""
+
+      if [[ $count -ge $N ]]; then
+        break
+      fi
+    done
+
+  done
+}
+
+function usage() {
+  echo ""
+  echo "Run the Jenkins tests multiple times on a specific branch"
+  echo ""
+  echo -e "${BOLD}${UNDERLINE}Options:${NC}"
+  echo -e "  ${BOLD}-n, --n${NC}"
+  echo -e "          Specify how many runs to do (default to ${BOLD}20${NC})"
+  echo -e "  ${BOLD}-b, --branch${NC}"
+  echo -e "          Specify which branch to run the tests against (default to ${BOLD}master${NC})"
+  echo ""
+}
+
+function _looper() {
+  if [[ $# -eq 0 ]]; then
+    usage
+    exit 0
+  fi
+
+  # parse Options
+  while [[ $# -gt 0 ]]; do
+    case $1 in
+      -n | --n ) shift 1; RUNS="$1"; shift 1 ;;
+      -b | --b | --branch | -branch ) shift 1; BRANCH="$1"; shift 1 ;;
+      * ) usage; exit 0 ;;
+    esac
+  done
+
+  echo ""
+  echo -e "You are about to start $RUNS Jenkins builds against the $BRANCH branch."
+  echo -e "If you expect this to run overnight, ${UNDERLINE}${BOLD}unplug the cold reboot power switch${NC} from the testing closet before."
+  echo ""
+  read -p "Press (y/Y) to confirm: " choice
+  if [[ "$choice" == "y" || "$choice" == "Y" ]]; then
+    loop
+  fi
+
+}
+
+_looper $@

scripts/lint/lint.sh

@@ -53,7 +53,6 @@ function run_tests() {
   run "check_shebang_scripts_are_executable" python3 -m pre_commit_hooks.check_shebang_scripts_are_executable $ALL_FILES
   run "check_shebang_format" $DIR/check_shebang_format.sh $ALL_FILES
   run "check_nomerge_comments" $DIR/check_nomerge_comments.sh $ALL_FILES
-  run "check_raylib_includes" $DIR/check_raylib_includes.sh $ALL_FILES
 
   if [[ -z "$FAST" ]]; then
     run "mypy" mypy $PYTHON_FILES

selfdrive/assets/offroad/tc.html

@@ -1,44 +0,0 @@
-<!DOCTYPE html>
-
-<head>
-  <meta charset="utf-8" />
-  <title>openpilot Terms of Service</title>
-  <style type="text/css">
-    p {
-      margin: 45px 0;
-    }
-  </style>
-</head>
-
-<body>
-  <p>The Terms and Conditions below are effective for all users</p>
-  <p>Last Updated on October 18, 2019</p>
-  <p>Please read these Terms of Use (“Terms”) carefully before using openpilot which is open-sourced software developed by Comma.ai, Inc., a corporation organized under the laws of Delaware (“comma,” “us,” “we,” or “our”).</p>
-  <p><strong>Before using and by accessing openpilot, you indicate that you have read, understood, and agree to these Terms.</strong> These Terms apply to all users and others who access or use openpilot. If others use openpilot through your user account or vehicle, you are responsible to ensure that they only use openpilot when it is safe to do so, and in compliance with these Terms and with applicable law. If you disagree with any part of the Terms, you should not access or use openpilot.</p>
-  <h3 id="communications">Communications</h3>
-  <p>You agree that comma may contact you by email or telephone in connection with openpilot or for other business purposes. You may opt out of receiving email messages at any time by contacting us at support@comma.ai.</p>
-  <p>We collect, use, and share information from and about you and your vehicle in connection with openpilot. You consent to comma accessing the systems associated with openpilot, without additional notice or consent, for the purposes of providing openpilot, data collection, software updates, safety and cybersecurity, suspension or removal of your account, and as disclosed in the Privacy Policy (available at https://connect.comma.ai/privacy).</p>
-  <h3 id="safety">Safety</h3>
-  <p>openpilot performs the functions of Adaptive Cruise Control (ACC) and Lane Keeping Assist System (LKAS) designed for use in compatible motor vehicles. While using openpilot, it is your responsibility to obey all laws, traffic rules, and traffic regulations governing your vehicle and its operation. Access to and use of openpilot is at your own risk and responsibility, and openpilot should be accessed and/or used only when you can do so safely.</p>
-  <p>openpilot does not make your vehicle “autonomous” or capable of operation without the active monitoring of a licensed driver. It is designed to assist a licensed driver. A licensed driver must pay attention to the road, remain aware of navigation at all times, and be prepared to take immediate action. Failure to do so can cause damage, injury, or death.</p>
-  <h3 id="supported-locations-and-models">Supported Locations and Models</h3>
-  <p>openpilot is compatible only with particular makes and models of vehicles. For a complete list of currently supported vehicles, visit https://comma.ai. openpilot will not function properly when installed in an incompatible vehicle. openpilot is compatible only within the geographical boundaries of the United States of America.</p>
-  <h3 id="indemnification">Indemnification</h3>
-  <p><strong>To the maximum extent allowable by law, you agree to defend, indemnify and hold harmless comma, and its employees, partners, suppliers, contractors, investors, agents, officers, directors, and affiliates, from and against any and all claims, damages, causes of action, penalties, interest, demands, obligations, losses, liabilities, costs or debt, additional taxes, and expenses (including but not limited to attorneys’ fees), resulting from or arising out of (i) your use and access of, or inability to use or access, openpilot, (ii) your breach of these Terms, (iii) the inaccuracy of any information, representation or warranty made by you, (iv) activities of anyone other than you in connection with openpilot conducted through your comma device or account, (v) any other of your activities under or in connection with these Terms or openpilot.</strong></p>
-  <h3 id="limitation-of-liability">Limitation of Liability</h3>
-  <p>In no event shall comma, nor its directors, employees, partners, agents, suppliers, or affiliates, be liable for any indirect, incidental, special, consequential or punitive damages, including without limitation, loss of profits, data, use, goodwill, or other intangible losses, resulting from (i) your access to or use of or inability to access or use of the Software; or (ii) any conduct or content of any third party on the Software whether based on warranty, contract, tort (including negligence) or any other legal theory, whether or not we have been informed of the possibility of such damage, and even if a remedy set forth herein is found to have failed of its essential purpose.</p>
-  <h3 id="no-warranty-or-obligations-to-maintain-or-service">No Warranty or Obligations to Maintain or Service</h3>
-  <p>comma provides openpilot without representations, conditions, or warranties of any kind. openpilot is provided on an “AS IS” and “AS AVAILABLE” basis, including with all faults and errors as may occur. To the extent permitted by law and unless prohibited by law, comma on behalf of itself and all persons and parties acting by, through, or for comma, explicitly disclaims all warranties or conditions, express, implied, or collateral, including any implied warranties of merchantability, satisfactory quality, and fitness for a particular purpose in respect of openpilot.</p>
-  <p>To the extent permitted by law, comma does not warrant the operation, performance, or availability of openpilot under all conditions. comma is not responsible for any failures caused by server errors, misdirected or redirected transmissions, failed internet connections, interruptions or failures in the transmission of data, any computer virus, or any acts or omissions of third parties that damage the network or impair wireless service.</p>
-  <p>We undertake reasonable measures to preserve and secure information collected through our openpilot. However, no data collection, transmission or storage system is 100% secure, and there is always a risk that your information may be intercepted without our consent. <em>In using openpilot, you acknowledge that comma is not responsible for intercepted information, and you hereby release us from any and all claims arising out of or related to the use of intercepted information in any unauthorized manner.</em></p>
-  <p>By providing openpilot, comma does not transfer or license its intellectual property or grant rights in its brand names, nor does comma make representations with respect to third-party intellectual property rights.</p>
-  <p>We are not obligated to provide any maintenance or support for openpilot, technical or otherwise. If we voluntarily provide any maintenance or support for openpilot, we may stop any such maintenance, support, or services at any time in our sole discretion.</p>
-  <h3 id="modification-of-software">Modification of Software</h3>
-  <p>In no event shall comma, nor its directors, employees, partners, agents, suppliers, or affiliates, be liable if you choose to modify the software.</p>
-  <h3 id="changes">Changes</h3>
-  <p>We reserve the right, at our sole discretion, to modify or replace these Terms at any time. If a revision is material we will provide at least 15 days’ notice prior to any new terms taking effect. What constitutes a material change will be determined at our sole discretion.</p>
-  <p>By continuing to access or use our Software after any revisions become effective, you agree to be bound by the revised terms. If you do not agree to the new terms, you are no longer authorized to use the Software.</p>
-  <h3 id="contact-us">Contact Us</h3>
-  <p>If you have any questions about these Terms, please contact us at support@comma.ai.</p>
-</body>
-</html>

selfdrive/car/CARS_template.md

@@ -12,18 +12,18 @@
 
 A supported vehicle is one that just works when you install a comma device. All supported cars provide a better experience than any stock system. Supported vehicles reference the US market unless otherwise specified.
 
-# {{all_car_docs | length}} Supported Cars
+# {{all_car_docs | selectattr('support_type', 'eq', SupportType.UPSTREAM) | list | length}} Supported Cars
 
 |{{Column | map(attribute='value') | join('|') | replace(hardware_col_name, wide_hardware_col_name)}}|
 |---|---|---|{% for _ in range((Column | length) - 3) %}{{':---:|'}}{% endfor +%}
-{% for car_docs in all_car_docs %}
+{% for car_docs in all_car_docs | selectattr('support_type', 'eq', SupportType.UPSTREAM) %}
 |{% for column in Column %}{{car_docs.get_column(column, star_icon, video_icon, footnote_tag)}}|{% endfor %}
 
 {% endfor %}
 
 ### Footnotes
 {% for footnote in footnotes %}
-<sup>{{loop.index}}</sup>{{footnote}} <br />
+<sup>{{loop.index}}</sup>{{footnote | replace('</br>', '')}} <br />
 {% endfor %}
 
 ## Community Maintained Cars

selfdrive/car/car_specific.py

@@ -42,19 +42,16 @@ class CarSpecificEvents:
     self.cruise_buttons: deque = deque([], maxlen=HYUNDAI_PREV_BUTTON_SAMPLES)
 
   def update(self, CS: car.CarState, CS_prev: car.CarState, CC: car.CarControl):
-    if self.CP.carName in ('body', 'mock'):
+    if self.CP.brand in ('body', 'mock'):
       events = Events()
 
-    elif self.CP.carName in ('subaru', 'mazda'):
-      events = self.create_common_events(CS, CS_prev)
-
-    elif self.CP.carName == 'ford':
+    elif self.CP.brand == 'ford':
       events = self.create_common_events(CS, CS_prev, extra_gears=[GearShifter.manumatic])
 
-    elif self.CP.carName == 'nissan':
+    elif self.CP.brand == 'nissan':
       events = self.create_common_events(CS, CS_prev, extra_gears=[GearShifter.brake])
 
-    elif self.CP.carName == 'chrysler':
+    elif self.CP.brand == 'chrysler':
       events = self.create_common_events(CS, CS_prev, extra_gears=[GearShifter.low])
 
       # Low speed steer alert hysteresis logic
@@ -65,7 +62,7 @@ class CarSpecificEvents:
       if self.low_speed_alert:
         events.add(EventName.belowSteerSpeed)
 
-    elif self.CP.carName == 'honda':
+    elif self.CP.brand == 'honda':
       events = self.create_common_events(CS, CS_prev, pcm_enable=False)
 
       if self.CP.pcmCruise and CS.vEgo < self.CP.minEnableSpeed:
@@ -86,7 +83,7 @@ class CarSpecificEvents:
       if self.CP.minEnableSpeed > 0 and CS.vEgo < 0.001:
         events.add(EventName.manualRestart)
 
-    elif self.CP.carName == 'toyota':
+    elif self.CP.brand == 'toyota':
       events = self.create_common_events(CS, CS_prev)
 
       if self.CP.openpilotLongitudinalControl:
@@ -101,14 +98,10 @@ class CarSpecificEvents:
             # while in standstill, send a user alert
             events.add(EventName.manualRestart)
 
-    elif self.CP.carName == 'gm':
-      # The ECM allows enabling on falling edge of set, but only rising edge of resume
+    elif self.CP.brand == 'gm':
       events = self.create_common_events(CS, CS_prev, extra_gears=[GearShifter.sport, GearShifter.low,
                                                                    GearShifter.eco, GearShifter.manumatic],
-                                         pcm_enable=self.CP.pcmCruise, enable_buttons=(ButtonType.decelCruise,))
-      if not self.CP.pcmCruise:
-        if any(b.type == ButtonType.accelCruise and b.pressed for b in CS.buttonEvents):
-          events.add(EventName.buttonEnable)
+                                         pcm_enable=self.CP.pcmCruise)
 
       # Enabling at a standstill with brake is allowed
       # TODO: verify 17 Volt can enable for the first time at a stop and allow for all GMs
@@ -120,10 +113,9 @@ class CarSpecificEvents:
       if CS.vEgo < self.CP.minSteerSpeed:
         events.add(EventName.belowSteerSpeed)
 
-    elif self.CP.carName == 'volkswagen':
+    elif self.CP.brand == 'volkswagen':
       events = self.create_common_events(CS, CS_prev, extra_gears=[GearShifter.eco, GearShifter.sport, GearShifter.manumatic],
-                                         pcm_enable=self.CP.pcmCruise,
-                                         enable_buttons=(ButtonType.setCruise, ButtonType.resumeCruise))
+                                         pcm_enable=self.CP.pcmCruise)
 
       # Low speed steer alert hysteresis logic
       if (self.CP.minSteerSpeed - 1e-3) > VWCarControllerParams.DEFAULT_MIN_STEER_SPEED and CS.vEgo < (self.CP.minSteerSpeed + 1.):
@@ -143,7 +135,7 @@ class CarSpecificEvents:
       # if CC.eps_timer_soft_disable_alert:  # type: ignore[attr-defined]
       #   events.add(EventName.steerTimeLimit)
 
-    elif self.CP.carName == 'hyundai':
+    elif self.CP.brand == 'hyundai':
       # On some newer model years, the CANCEL button acts as a pause/resume button based on the PCM state
       # To avoid re-engaging when openpilot cancels, check user engagement intention via buttons
       # Main button also can trigger an engagement on these cars
@@ -160,12 +152,12 @@ class CarSpecificEvents:
         events.add(EventName.belowSteerSpeed)
 
     else:
-      raise ValueError(f"Unsupported car: {self.CP.carName}")
+      events = self.create_common_events(CS, CS_prev)
 
     return events
 
   def create_common_events(self, CS: structs.CarState, CS_prev: car.CarState, extra_gears=None, pcm_enable=True,
-                           allow_enable=True, allow_button_cancel=True, enable_buttons=(ButtonType.accelCruise, ButtonType.decelCruise)):
+                           allow_enable=True, allow_button_cancel=True):
     events = Events()
 
     if CS.doorOpen:
@@ -209,12 +201,11 @@ class CarSpecificEvents:
       events.add(EventName.invalidLkasSetting)
     if CS.lowSpeedAlert:
       events.add(EventName.belowSteerSpeed)
+    if CS.buttonEnable:
+      events.add(EventName.buttonEnable)
 
-    # Handle button presses
+    # Handle cancel button presses
     for b in CS.buttonEvents:
-      # Enable OP long on falling edge of enable buttons (defaults to accelCruise and decelCruise, overridable per-port)
-      if not self.CP.pcmCruise and (b.type in enable_buttons and not b.pressed):
-        events.add(EventName.buttonEnable)
       # Disable on rising and falling edge of cancel for both stock and OP long
       # TODO: only check the cancel button with openpilot longitudinal on all brands to match panda safety
       if b.type == ButtonType.cancel and (allow_button_cancel or not self.CP.pcmCruise):

selfdrive/car/card.py

@@ -7,17 +7,17 @@ import cereal.messaging as messaging
 
 from cereal import car, log
 
-from panda import ALTERNATIVE_EXPERIENCE
-
 from openpilot.common.params import Params
 from openpilot.common.realtime import config_realtime_process, Priority, Ratekeeper
 from openpilot.common.swaglog import cloudlog, ForwardingHandler
 
-from opendbc.car import DT_CTRL, carlog, structs
+from opendbc.car import DT_CTRL, structs
 from opendbc.car.can_definitions import CanData, CanRecvCallable, CanSendCallable
+from opendbc.car.carlog import carlog
 from opendbc.car.fw_versions import ObdCallback
-from opendbc.car.car_helpers import get_car, get_radar_interface
+from opendbc.car.car_helpers import get_car, interfaces
 from opendbc.car.interfaces import CarInterfaceBase, RadarInterfaceBase
+from opendbc.safety import ALTERNATIVE_EXPERIENCE
 from openpilot.selfdrive.pandad import can_capnp_to_list, can_list_to_can_capnp
 from openpilot.selfdrive.car.cruise import VCruiseHelper
 from openpilot.selfdrive.car.car_specific import MockCarState
@@ -99,7 +99,7 @@ class Car:
           cached_params = _cached_params
 
       self.CI = get_car(*self.can_callbacks, obd_callback(self.params), experimental_long_allowed, num_pandas, cached_params)
-      self.RI = get_radar_interface(self.CI.CP)
+      self.RI = interfaces[self.CI.CP.carFingerprint].RadarInterface(self.CI.CP)
       self.CP = self.CI.CP
 
       # continue onto next fingerprinting step in pandad
@@ -173,7 +173,7 @@ class Car:
 
     # Update carState from CAN
     CS = self.CI.update(can_list)
-    if self.CP.carName == 'mock':
+    if self.CP.brand == 'mock':
       CS = self.mock_carstate.update(CS)
 
     # Update radar tracks from CAN
@@ -227,7 +227,7 @@ class Car:
 
     if RD is not None:
       tracks_msg = messaging.new_message('liveTracks')
-      tracks_msg.valid = len(RD.errors) == 0
+      tracks_msg.valid = not any(RD.errors.to_dict().values())
       tracks_msg.liveTracks = RD
       self.pm.send('liveTracks', tracks_msg)
 

selfdrive/car/cruise.py

@@ -56,6 +56,9 @@ class VCruiseHelper:
         if CS.cruiseState.speed == 0:
           self.v_cruise_kph = V_CRUISE_UNSET
           self.v_cruise_cluster_kph = V_CRUISE_UNSET
+        elif CS.cruiseState.speed == -1:
+          self.v_cruise_kph = -1
+          self.v_cruise_cluster_kph = -1
     else:
       self.v_cruise_kph = V_CRUISE_UNSET
       self.v_cruise_cluster_kph = V_CRUISE_UNSET

selfdrive/car/tests/test_car_interfaces.py

@@ -9,9 +9,9 @@ from opendbc.car import DT_CTRL
 from opendbc.car.car_helpers import interfaces
 from opendbc.car.structs import CarParams
 from opendbc.car.tests.test_car_interfaces import get_fuzzy_car_interface_args
-from opendbc.car.fingerprints import all_known_cars
 from opendbc.car.fw_versions import FW_VERSIONS, FW_QUERY_CONFIGS
 from opendbc.car.mock.values import CAR as MOCK
+from opendbc.car.values import PLATFORMS
 from openpilot.selfdrive.controls.lib.latcontrol_angle import LatControlAngle
 from openpilot.selfdrive.controls.lib.latcontrol_pid import LatControlPID
 from openpilot.selfdrive.controls.lib.latcontrol_torque import LatControlTorque
@@ -29,19 +29,19 @@ MAX_EXAMPLES = int(os.environ.get('MAX_EXAMPLES', '60'))
 class TestCarInterfaces:
   # FIXME: Due to the lists used in carParams, Phase.target is very slow and will cause
   #  many generated examples to overrun when max_examples > ~20, don't use it
-  @parameterized.expand([(car,) for car in sorted(all_known_cars())] + [MOCK.MOCK])
+  @parameterized.expand([(car,) for car in sorted(PLATFORMS)] + [MOCK.MOCK])
   @settings(max_examples=MAX_EXAMPLES, deadline=None,
             phases=(Phase.reuse, Phase.generate, Phase.shrink))
   @given(data=st.data())
   def test_car_interfaces(self, car_name, data):
-    CarInterface, CarController, CarState, RadarInterface = interfaces[car_name]
+    CarInterface = interfaces[car_name]
 
     args = get_fuzzy_car_interface_args(data.draw)
 
     car_params = CarInterface.get_params(car_name, args['fingerprints'], args['car_fw'],
                                          experimental_long=args['experimental_long'], docs=False)
     car_params = car_params.as_reader()
-    car_interface = CarInterface(car_params, CarController, CarState)
+    car_interface = CarInterface(car_params)
     assert car_params
     assert car_interface
 
@@ -80,6 +80,8 @@ class TestCarInterfaces:
 
     CC = car.CarControl.new_message(**cc_msg)
     CC.enabled = True
+    CC.latActive = True
+    CC.longActive = True
     CC = CC.as_reader()
     for _ in range(10):
       car_interface.update([])

selfdrive/car/tests/test_models.py

@@ -1,4 +1,4 @@
-import capnp
+import time
 import os
 import pytest
 import random
@@ -9,17 +9,16 @@ import hypothesis.strategies as st
 from hypothesis import Phase, given, settings
 from parameterized import parameterized_class
 
-from cereal import messaging, log, car
-from openpilot.common.basedir import BASEDIR
-from openpilot.common.params import Params
 from opendbc.car import DT_CTRL, gen_empty_fingerprint, structs
-from opendbc.car.fingerprints import all_known_cars, MIGRATION
+from opendbc.car.can_definitions import CanData
 from opendbc.car.car_helpers import FRAME_FINGERPRINT, interfaces
+from opendbc.car.fingerprints import MIGRATION
 from opendbc.car.honda.values import CAR as HONDA, HondaFlags
-from opendbc.car.values import Platform
+from opendbc.car.structs import car
 from opendbc.car.tests.routes import non_tested_cars, routes, CarTestRoute
-from openpilot.selfdrive.selfdrived.events import ET
-from openpilot.selfdrive.selfdrived.selfdrived import SelfdriveD
+from opendbc.car.values import Platform, PLATFORMS
+from opendbc.safety.tests.libsafety import libsafety_py
+from openpilot.common.basedir import BASEDIR
 from openpilot.selfdrive.pandad import can_capnp_to_list
 from openpilot.selfdrive.test.helpers import read_segment_list
 from openpilot.system.hardware.hw import DEFAULT_DOWNLOAD_CACHE_ROOT
@@ -27,11 +26,8 @@ from openpilot.tools.lib.logreader import LogReader, LogsUnavailable, openpilotc
                                           internal_source_zst, comma_api_source, auto_source
 from openpilot.tools.lib.route import SegmentName
 
-from panda.tests.libpanda import libpanda_py
-
-EventName = log.OnroadEvent.EventName
-PandaType = log.PandaState.PandaType
 SafetyModel = car.CarParams.SafetyModel
+SteerControlType = structs.CarParams.SteerControlType
 
 NUM_JOBS = int(os.environ.get("NUM_JOBS", "1"))
 JOB_ID = int(os.environ.get("JOB_ID", "0"))
@@ -47,9 +43,9 @@ def get_test_cases() -> list[tuple[str, CarTestRoute | None]]:
   if not len(INTERNAL_SEG_LIST):
     routes_by_car = defaultdict(set)
     for r in routes:
-      routes_by_car[r.car_model].add(r)
+      routes_by_car[str(r.car_model)].add(r)
 
-    for i, c in enumerate(sorted(all_known_cars())):
+    for i, c in enumerate(sorted(PLATFORMS)):
       if i % NUM_JOBS == JOB_ID:
         test_cases.extend(sorted((c, r) for r in routes_by_car.get(c, (None,))))
 
@@ -70,7 +66,7 @@ class TestCarModelBase(unittest.TestCase):
   platform: Platform | None = None
   test_route: CarTestRoute | None = None
 
-  can_msgs: list[capnp.lib.capnp._DynamicStructReader]
+  can_msgs: list[tuple[int, list[CanData]]]
   fingerprint: dict[int, dict[int, int]]
   elm_frame: int | None
   car_safety_mode_frame: int | None
@@ -85,7 +81,8 @@ class TestCarModelBase(unittest.TestCase):
     experimental_long = False
     for msg in lr:
       if msg.which() == "can":
-        can_msgs.append(msg)
+        can = can_capnp_to_list((msg.as_builder().to_bytes(),))[0]
+        can_msgs.append((can[0], [CanData(*can) for can in can[1]]))
         if len(can_msgs) <= FRAME_FINGERPRINT:
           for m in msg.can:
             if m.src < 64:
@@ -130,7 +127,7 @@ class TestCarModelBase(unittest.TestCase):
       try:
         source = partial(auto_source, sources=[internal_source, internal_source_zst] if len(INTERNAL_SEG_LIST) else \
                                               [openpilotci_source_zst, openpilotci_source, comma_api_source])
-        lr = LogReader(segment_range, source=source)
+        lr = LogReader(segment_range, source=source, sort_by_time=True)
         return cls.get_testing_data_from_logreader(lr)
       except (LogsUnavailable, AssertionError):
         pass
@@ -149,15 +146,13 @@ class TestCarModelBase(unittest.TestCase):
         raise unittest.SkipTest
       raise Exception(f"missing test route for {cls.platform}")
 
-    car_fw, can_msgs, experimental_long = cls.get_testing_data()
+    car_fw, cls.can_msgs, experimental_long = cls.get_testing_data()
 
     # if relay is expected to be open in the route
     cls.openpilot_enabled = cls.car_safety_mode_frame is not None
 
-    cls.can_msgs = sorted(can_msgs, key=lambda msg: msg.logMonoTime)
-
-    cls.CarInterface, cls.CarController, cls.CarState, cls.RadarInterface = interfaces[cls.platform]
-    cls.CP = cls.CarInterface.get_params(cls.platform,  cls.fingerprint, car_fw, experimental_long, docs=False)
+    cls.CarInterface = interfaces[cls.platform]
+    cls.CP = cls.CarInterface.get_params(cls.platform, cls.fingerprint, car_fw, experimental_long, docs=False)
     assert cls.CP
     assert cls.CP.carFingerprint == cls.platform
 
@@ -168,13 +163,11 @@ class TestCarModelBase(unittest.TestCase):
     del cls.can_msgs
 
   def setUp(self):
-    self.CI = self.CarInterface(self.CP.copy(), self.CarController, self.CarState)
+    self.CI = self.CarInterface(self.CP.copy())
     assert self.CI
 
-    Params().put_bool("OpenpilotEnabledToggle", self.openpilot_enabled)
-
     # TODO: check safetyModel is in release panda build
-    self.safety = libpanda_py.libpanda
+    self.safety = libsafety_py.libsafety
 
     cfg = self.CP.safetyConfigs[-1]
     set_status = self.safety.set_safety_hooks(cfg.safetyModel.raw, cfg.safetyParam)
@@ -188,7 +181,7 @@ class TestCarModelBase(unittest.TestCase):
     # make sure car params are within a valid range
     self.assertGreater(self.CP.mass, 1)
 
-    if self.CP.steerControlType != structs.CarParams.SteerControlType.angle:
+    if self.CP.steerControlType != SteerControlType.angle:
       tuning = self.CP.lateralTuning.which()
       if tuning == 'pid':
         self.assertTrue(len(self.CP.lateralTuning.pid.kpV))
@@ -204,8 +197,8 @@ class TestCarModelBase(unittest.TestCase):
     CC = structs.CarControl().as_reader()
 
     for i, msg in enumerate(self.can_msgs):
-      CS = self.CI.update(can_capnp_to_list((msg.as_builder().to_bytes(),)))
-      self.CI.apply(CC, msg.logMonoTime)
+      CS = self.CI.update(msg)
+      self.CI.apply(CC, msg[0])
 
       if CS.canValid:
         can_valid = True
@@ -217,36 +210,36 @@ class TestCarModelBase(unittest.TestCase):
     self.assertEqual(can_invalid_cnt, 0)
 
   def test_radar_interface(self):
-    RI = self.RadarInterface(self.CP)
+    RI = self.CarInterface.RadarInterface(self.CP)
     assert RI
 
     # Since OBD port is multiplexed to bus 1 (commonly radar bus) while fingerprinting,
     # start parsing CAN messages after we've left ELM mode and can expect CAN traffic
     error_cnt = 0
     for i, msg in enumerate(self.can_msgs[self.elm_frame:]):
-      rr: structs.RadarData | None = RI.update(can_capnp_to_list((msg.as_builder().to_bytes(),)))
+      rr: structs.RadarData | None = RI.update(msg)
       if rr is not None and i > 50:
-        error_cnt += structs.RadarData.Error.canError in rr.errors
+        error_cnt += rr.errors.canError
     self.assertEqual(error_cnt, 0)
 
   def test_panda_safety_rx_checks(self):
     if self.CP.dashcamOnly:
       self.skipTest("no need to check panda safety for dashcamOnly")
 
-    start_ts = self.can_msgs[0].logMonoTime
+    start_ts = self.can_msgs[0][0]
 
     failed_addrs = Counter()
     for can in self.can_msgs:
       # update panda timer
-      t = (can.logMonoTime - start_ts) / 1e3
+      t = (can[0] - start_ts) / 1e3
       self.safety.set_timer(int(t))
 
       # run all msgs through the safety RX hook
-      for msg in can.can:
+      for msg in can[1]:
         if msg.src >= 64:
           continue
 
-        to_send = libpanda_py.make_CANPacket(msg.address, msg.src % 4, msg.dat)
+        to_send = libsafety_py.make_CANPacket(msg.address, msg.src % 4, msg.dat)
         if self.safety.safety_rx_hook(to_send) != 1:
           failed_addrs[hex(msg.address)] += 1
 
@@ -271,13 +264,16 @@ class TestCarModelBase(unittest.TestCase):
 
   def test_panda_safety_tx_cases(self, data=None):
     """Asserts we can tx common messages"""
+    if self.CP.dashcamOnly:
+      self.skipTest("no need to check panda safety for dashcamOnly")
+
     if self.CP.notCar:
       self.skipTest("Skipping test for notCar")
 
     def test_car_controller(car_control):
       now_nanos = 0
       msgs_sent = 0
-      CI = self.CarInterface(self.CP, self.CarController, self.CarState)
+      CI = self.CarInterface(self.CP)
       for _ in range(round(10.0 / DT_CTRL)):  # make sure we hit the slowest messages
         CI.update([])
         _, sendcan = CI.apply(car_control, now_nanos)
@@ -285,7 +281,7 @@ class TestCarModelBase(unittest.TestCase):
         now_nanos += DT_CTRL * 1e9
         msgs_sent += len(sendcan)
         for addr, dat, bus in sendcan:
-          to_send = libpanda_py.make_CANPacket(addr, bus % 4, dat)
+          to_send = libsafety_py.make_CANPacket(addr, bus % 4, dat)
           self.assertTrue(self.safety.safety_tx_hook(to_send), (addr, dat, bus))
 
       # Make sure we attempted to send messages
@@ -325,6 +321,8 @@ class TestCarModelBase(unittest.TestCase):
     msg_strategy = st.binary(min_size=size, max_size=size)
     msgs = data.draw(st.lists(msg_strategy, min_size=20))
 
+    vehicle_speed_seen = self.CP.steerControlType == SteerControlType.angle and not self.CP.notCar
+
     for dat in msgs:
       # due to panda updating state selectively, only edges are expected to match
       # TODO: warm up CarState with real CAN messages to check edge of both sources
@@ -333,16 +331,16 @@ class TestCarModelBase(unittest.TestCase):
       prev_panda_brake = self.safety.get_brake_pressed_prev()
       prev_panda_regen_braking = self.safety.get_regen_braking_prev()
       prev_panda_vehicle_moving = self.safety.get_vehicle_moving()
+      prev_panda_vehicle_speed_min = self.safety.get_vehicle_speed_min()
+      prev_panda_vehicle_speed_max = self.safety.get_vehicle_speed_max()
       prev_panda_cruise_engaged = self.safety.get_cruise_engaged_prev()
       prev_panda_acc_main_on = self.safety.get_acc_main_on()
 
-      to_send = libpanda_py.make_CANPacket(address, bus, dat)
+      to_send = libsafety_py.make_CANPacket(address, bus, dat)
       self.safety.safety_rx_hook(to_send)
 
-      can = messaging.new_message('can', 1)
-      can.can = [log.CanData(address=address, dat=dat, src=bus)]
-
-      CS = self.CI.update(can_capnp_to_list((can.to_bytes(),)))
+      can = [(int(time.monotonic() * 1e9), [CanData(address=address, dat=dat, src=bus)])]
+      CS = self.CI.update(can)
 
       if self.safety.get_gas_pressed_prev() != prev_panda_gas:
         self.assertEqual(CS.gasPressed, self.safety.get_gas_pressed_prev())
@@ -362,11 +360,21 @@ class TestCarModelBase(unittest.TestCase):
       if self.safety.get_vehicle_moving() != prev_panda_vehicle_moving:
         self.assertEqual(not CS.standstill, self.safety.get_vehicle_moving())
 
-      if not (self.CP.carName == "honda" and not (self.CP.flags & HondaFlags.BOSCH)):
+      # check vehicle speed if angle control car or available
+      if self.safety.get_vehicle_speed_min() > 0 or self.safety.get_vehicle_speed_max() > 0:
+        vehicle_speed_seen = True
+
+      if vehicle_speed_seen and (self.safety.get_vehicle_speed_min() != prev_panda_vehicle_speed_min or
+                                 self.safety.get_vehicle_speed_max() != prev_panda_vehicle_speed_max):
+        v_ego_raw = CS.vEgoRaw / self.CP.wheelSpeedFactor
+        self.assertFalse(v_ego_raw > (self.safety.get_vehicle_speed_max() + 1e-3) or
+                         v_ego_raw < (self.safety.get_vehicle_speed_min() - 1e-3))
+
+      if not (self.CP.brand == "honda" and not (self.CP.flags & HondaFlags.BOSCH)):
         if self.safety.get_cruise_engaged_prev() != prev_panda_cruise_engaged:
           self.assertEqual(CS.cruiseState.enabled, self.safety.get_cruise_engaged_prev())
 
-      if self.CP.carName == "honda":
+      if self.CP.brand == "honda":
         if self.safety.get_acc_main_on() != prev_panda_acc_main_on:
           self.assertEqual(CS.cruiseState.available, self.safety.get_acc_main_on())
 
@@ -379,20 +387,19 @@ class TestCarModelBase(unittest.TestCase):
 
     # warm up pass, as initial states may be different
     for can in self.can_msgs[:300]:
-      self.CI.update(can_capnp_to_list((can.as_builder().to_bytes(), )))
-      for msg in filter(lambda m: m.src in range(64), can.can):
-        to_send = libpanda_py.make_CANPacket(msg.address, msg.src % 4, msg.dat)
+      self.CI.update(can)
+      for msg in filter(lambda m: m.src < 64, can[1]):
+        to_send = libsafety_py.make_CANPacket(msg.address, msg.src % 4, msg.dat)
         self.safety.safety_rx_hook(to_send)
 
     controls_allowed_prev = False
     CS_prev = car.CarState.new_message()
     checks = defaultdict(int)
-    selfdrived = SelfdriveD(CP=self.CP)
-    selfdrived.initialized = True
+    vehicle_speed_seen = self.CP.steerControlType == SteerControlType.angle and not self.CP.notCar
     for idx, can in enumerate(self.can_msgs):
-      CS = self.CI.update(can_capnp_to_list((can.as_builder().to_bytes(), ))).as_reader()
-      for msg in filter(lambda m: m.src in range(64), can.can):
-        to_send = libpanda_py.make_CANPacket(msg.address, msg.src % 4, msg.dat)
+      CS = self.CI.update(can).as_reader()
+      for msg in filter(lambda m: m.src < 64, can[1]):
+        to_send = libsafety_py.make_CANPacket(msg.address, msg.src % 4, msg.dat)
         ret = self.safety.safety_rx_hook(to_send)
         self.assertEqual(1, ret, f"safety rx failed ({ret=}): {(msg.address, msg.src % 4)}")
 
@@ -409,6 +416,15 @@ class TestCarModelBase(unittest.TestCase):
       checks['gasPressed'] += CS.gasPressed != self.safety.get_gas_pressed_prev()
       checks['standstill'] += CS.standstill == self.safety.get_vehicle_moving()
 
+      # check vehicle speed if angle control car or available
+      if self.safety.get_vehicle_speed_min() > 0 or self.safety.get_vehicle_speed_max() > 0:
+        vehicle_speed_seen = True
+
+      if vehicle_speed_seen:
+        v_ego_raw = CS.vEgoRaw / self.CP.wheelSpeedFactor
+        checks['vEgoRaw'] += (v_ego_raw > (self.safety.get_vehicle_speed_max() + 1e-3) or
+                              v_ego_raw < (self.safety.get_vehicle_speed_min() - 1e-3))
+
       # TODO: remove this exception once this mismatch is resolved
       brake_pressed = CS.brakePressed
       if CS.brakePressed and not self.safety.get_brake_pressed_prev():
@@ -421,7 +437,7 @@ class TestCarModelBase(unittest.TestCase):
         # On most pcmCruise cars, openpilot's state is always tied to the PCM's cruise state.
         # On Honda Nidec, we always engage on the rising edge of the PCM cruise state, but
         # openpilot brakes to zero even if the min ACC speed is non-zero (i.e. the PCM disengages).
-        if self.CP.carName == "honda" and not (self.CP.flags & HondaFlags.BOSCH):
+        if self.CP.brand == "honda" and not (self.CP.flags & HondaFlags.BOSCH):
           # only the rising edges are expected to match
           if CS.cruiseState.enabled and not CS_prev.cruiseState.enabled:
             checks['controlsAllowed'] += not self.safety.get_controls_allowed()
@@ -432,18 +448,15 @@ class TestCarModelBase(unittest.TestCase):
         if not self.CP.notCar:
           checks['cruiseState'] += CS.cruiseState.enabled != self.safety.get_cruise_engaged_prev()
       else:
-        # Check for enable events on rising edge of controls allowed
-        selfdrived.update_events(CS)
-        selfdrived.CS_prev = CS
-        button_enable = (selfdrived.events.contains(ET.ENABLE) and
-                         EventName.pedalPressed not in selfdrived.events.names)
+        # Check for user button enable on rising edge of controls allowed
+        button_enable = CS.buttonEnable and (not CS.brakePressed or CS.standstill)
         mismatch = button_enable != (self.safety.get_controls_allowed() and not controls_allowed_prev)
         checks['controlsAllowed'] += mismatch
         controls_allowed_prev = self.safety.get_controls_allowed()
         if button_enable and not mismatch:
           self.safety.set_controls_allowed(False)
 
-      if self.CP.carName == "honda":
+      if self.CP.brand == "honda":
         checks['mainOn'] += CS.cruiseState.available != self.safety.get_acc_main_on()
 
       CS_prev = CS

selfdrive/controls/controlsd.py

@@ -9,23 +9,23 @@ from openpilot.common.params import Params
 from openpilot.common.realtime import config_realtime_process, Priority, Ratekeeper
 from openpilot.common.swaglog import cloudlog
 
-from opendbc.car.car_helpers import get_car_interface
+from opendbc.car.car_helpers import interfaces
+from opendbc.car.vehicle_model import VehicleModel
 from openpilot.selfdrive.controls.lib.drive_helpers import clip_curvature
 from openpilot.selfdrive.controls.lib.latcontrol import LatControl, MIN_LATERAL_CONTROL_SPEED
 from openpilot.selfdrive.controls.lib.latcontrol_pid import LatControlPID
 from openpilot.selfdrive.controls.lib.latcontrol_angle import LatControlAngle, STEER_ANGLE_SATURATION_THRESHOLD
 from openpilot.selfdrive.controls.lib.latcontrol_torque import LatControlTorque
 from openpilot.selfdrive.controls.lib.longcontrol import LongControl
-from openpilot.selfdrive.controls.lib.vehicle_model import VehicleModel
 from openpilot.selfdrive.locationd.helpers import PoseCalibrator, Pose
 
-
 State = log.SelfdriveState.OpenpilotState
 LaneChangeState = log.LaneChangeState
 LaneChangeDirection = log.LaneChangeDirection
 
 ACTUATOR_FIELDS = tuple(car.CarControl.Actuators.schema.fields.keys())
 
+
 class Controls:
   def __init__(self) -> None:
     self.params = Params()
@@ -33,18 +33,18 @@ class Controls:
     self.CP = messaging.log_from_bytes(self.params.get("CarParams", block=True), car.CarParams)
     cloudlog.info("controlsd got CarParams")
 
-    self.CI = get_car_interface(self.CP)
+    self.CI = interfaces[self.CP.carFingerprint](self.CP)
 
     self.sm = messaging.SubMaster(['liveParameters', 'liveTorqueParameters', 'modelV2', 'selfdriveState',
                                    'liveCalibration', 'livePose', 'longitudinalPlan', 'carState', 'carOutput',
                                    'driverMonitoringState', 'onroadEvents', 'driverAssistance'], poll='selfdriveState')
     self.pm = messaging.PubMaster(['carControl', 'controlsState'])
 
-    self.steer_limited = False
+    self.steer_limited_by_controls = False
     self.desired_curvature = 0.0
 
     self.pose_calibrator = PoseCalibrator()
-    self.calibrated_pose: Pose|None = None
+    self.calibrated_pose: Pose | None = None
 
     self.LoC = LongControl(self.CP)
     self.VM = VehicleModel(self.CP)
@@ -109,12 +109,12 @@ class Controls:
     actuators.accel = float(self.LoC.update(CC.longActive, CS, long_plan.aTarget, long_plan.shouldStop, pid_accel_limits))
 
     # Steering PID loop and lateral MPC
-    self.desired_curvature = clip_curvature(CS.vEgo, self.desired_curvature, model_v2.action.desiredCurvature)
-    actuators.curvature = float(self.desired_curvature)
+    self.desired_curvature, curvature_limited = clip_curvature(CS.vEgo, self.desired_curvature, model_v2.action.desiredCurvature, lp.roll)
+    actuators.curvature = self.desired_curvature
     steer, steeringAngleDeg, lac_log = self.LaC.update(CC.latActive, CS, self.VM, lp,
-                                                                            self.steer_limited, self.desired_curvature,
-                                                                            self.calibrated_pose) # TODO what if not available
-    actuators.steer = float(steer)
+                                                       self.steer_limited_by_controls, self.desired_curvature,
+                                                       self.calibrated_pose, curvature_limited)  # TODO what if not available
+    actuators.torque = float(steer)
     actuators.steeringAngleDeg = float(steeringAngleDeg)
     # Ensure no NaNs/Infs
     for p in ACTUATOR_FIELDS:
@@ -161,10 +161,10 @@ class Controls:
     if self.sm['selfdriveState'].active:
       CO = self.sm['carOutput']
       if self.CP.steerControlType == car.CarParams.SteerControlType.angle:
-        self.steer_limited = abs(CC.actuators.steeringAngleDeg - CO.actuatorsOutput.steeringAngleDeg) > \
-                             STEER_ANGLE_SATURATION_THRESHOLD
+        self.steer_limited_by_controls = abs(CC.actuators.steeringAngleDeg - CO.actuatorsOutput.steeringAngleDeg) > \
+                                              STEER_ANGLE_SATURATION_THRESHOLD
       else:
-        self.steer_limited = abs(CC.actuators.steer - CO.actuatorsOutput.steer) > 1e-2
+        self.steer_limited_by_controls = abs(CC.actuators.torque - CO.actuatorsOutput.torque) > 1e-2
 
     # TODO: both controlsState and carControl valids should be set by
     #       sm.all_checks(), but this creates a circular dependency
@@ -180,7 +180,7 @@ class Controls:
 
     cs.longitudinalPlanMonoTime = self.sm.logMonoTime['longitudinalPlan']
     cs.lateralPlanMonoTime = self.sm.logMonoTime['modelV2']
-    cs.desiredCurvature = float(self.desired_curvature)
+    cs.desiredCurvature = self.desired_curvature
     cs.longControlState = self.LoC.long_control_state
     cs.upAccelCmd = float(self.LoC.pid.p)
     cs.uiAccelCmd = float(self.LoC.pid.i)
@@ -212,6 +212,7 @@ class Controls:
       self.publish(CC, lac_log)
       rk.monitor_time()
 
+
 def main():
   config_realtime_process(4, Priority.CTRL_HIGH)
   controls = Controls()

selfdrive/controls/lib/drive_helpers.py

@@ -1,5 +1,6 @@
 import numpy as np
 from cereal import log
+from opendbc.car.vehicle_model import ACCELERATION_DUE_TO_GRAVITY
 from openpilot.common.realtime import DT_CTRL
 
 MIN_SPEED = 1.0
@@ -7,20 +8,33 @@ CONTROL_N = 17
 CAR_ROTATION_RADIUS = 0.0
 # This is a turn radius smaller than most cars can achieve
 MAX_CURVATURE = 0.2
+MAX_VEL_ERR = 5.0  # m/s
 
 # EU guidelines
-MAX_LATERAL_JERK = 5.0
-MAX_VEL_ERR = 5.0
+MAX_LATERAL_JERK = 5.0  # m/s^3
+MAX_LATERAL_ACCEL_NO_ROLL = 3.0  # m/s^2
 
-def clip_curvature(v_ego, prev_curvature, new_curvature):
-  new_curvature = np.clip(new_curvature, -MAX_CURVATURE, MAX_CURVATURE)
-  v_ego = max(MIN_SPEED, v_ego)
-  max_curvature_rate = MAX_LATERAL_JERK / (v_ego**2) # inexact calculation, check https://github.com/commaai/openpilot/pull/24755
-  safe_desired_curvature = np.clip(new_curvature,
-                                prev_curvature - max_curvature_rate * DT_CTRL,
-                                prev_curvature + max_curvature_rate * DT_CTRL)
 
-  return safe_desired_curvature
+def clamp(val, min_val, max_val):
+  clamped_val = float(np.clip(val, min_val, max_val))
+  return clamped_val, clamped_val != val
+
+
+def clip_curvature(v_ego, prev_curvature, new_curvature, roll):
+  # This function respects ISO lateral jerk and acceleration limits + a max curvature
+  v_ego = max(v_ego, MIN_SPEED)
+  max_curvature_rate = MAX_LATERAL_JERK / (v_ego ** 2)  # inexact calculation, check https://github.com/commaai/openpilot/pull/24755
+  new_curvature = np.clip(new_curvature,
+                          prev_curvature - max_curvature_rate * DT_CTRL,
+                          prev_curvature + max_curvature_rate * DT_CTRL)
+
+  roll_compensation = roll * ACCELERATION_DUE_TO_GRAVITY
+  max_lat_accel = MAX_LATERAL_ACCEL_NO_ROLL + roll_compensation
+  min_lat_accel = -MAX_LATERAL_ACCEL_NO_ROLL + roll_compensation
+  new_curvature, limited_accel = clamp(new_curvature, min_lat_accel / v_ego ** 2, max_lat_accel / v_ego ** 2)
+
+  new_curvature, limited_max_curv = clamp(new_curvature, -MAX_CURVATURE, MAX_CURVATURE)
+  return float(new_curvature), limited_accel or limited_max_curv
 
 
 def get_speed_error(modelV2: log.ModelDataV2, v_ego: float) -> float:

selfdrive/controls/lib/latcontrol.py

@@ -17,14 +17,15 @@ class LatControl(ABC):
     self.steer_max = 1.0
 
   @abstractmethod
-  def update(self, active, CS, VM, params, steer_limited, desired_curvature, calibrated_pose):
+  def update(self, active, CS, VM, params, steer_limited_by_controls, desired_curvature, calibrated_pose, curvature_limited):
     pass
 
   def reset(self):
     self.sat_count = 0.
 
-  def _check_saturation(self, saturated, CS, steer_limited):
-    if saturated and CS.vEgo > self.sat_check_min_speed and not steer_limited and not CS.steeringPressed:
+  def _check_saturation(self, saturated, CS, steer_limited_by_controls, curvature_limited):
+    # Saturated only if control output is not being limited by car torque/angle rate limits
+    if (saturated or curvature_limited) and CS.vEgo > self.sat_check_min_speed and not steer_limited_by_controls and not CS.steeringPressed:
       self.sat_count += self.sat_count_rate
     else:
       self.sat_count -= self.sat_count_rate

selfdrive/controls/lib/latcontrol_angle.py

@@ -11,7 +11,7 @@ class LatControlAngle(LatControl):
     super().__init__(CP, CI)
     self.sat_check_min_speed = 5.
 
-  def update(self, active, CS, VM, params, steer_limited, desired_curvature, calibrated_pose):
+  def update(self, active, CS, VM, params, steer_limited_by_controls, desired_curvature, calibrated_pose, curvature_limited):
     angle_log = log.ControlsState.LateralAngleState.new_message()
 
     if not active:
@@ -23,7 +23,7 @@ class LatControlAngle(LatControl):
       angle_steers_des += params.angleOffsetDeg
 
     angle_control_saturated = abs(angle_steers_des - CS.steeringAngleDeg) > STEER_ANGLE_SATURATION_THRESHOLD
-    angle_log.saturated = bool(self._check_saturation(angle_control_saturated, CS, False))
+    angle_log.saturated = bool(self._check_saturation(angle_control_saturated, CS, False, curvature_limited))
     angle_log.steeringAngleDeg = float(CS.steeringAngleDeg)
     angle_log.steeringAngleDesiredDeg = angle_steers_des
     return 0, float(angle_steers_des), angle_log

selfdrive/controls/lib/latcontrol_pid.py

@@ -17,7 +17,7 @@ class LatControlPID(LatControl):
     super().reset()
     self.pid.reset()
 
-  def update(self, active, CS, VM, params, steer_limited, desired_curvature, calibrated_pose):
+  def update(self, active, CS, VM, params, steer_limited_by_controls, desired_curvature, calibrated_pose, curvature_limited):
     pid_log = log.ControlsState.LateralPIDState.new_message()
     pid_log.steeringAngleDeg = float(CS.steeringAngleDeg)
     pid_log.steeringRateDeg = float(CS.steeringRateDeg)
@@ -43,6 +43,6 @@ class LatControlPID(LatControl):
       pid_log.i = float(self.pid.i)
       pid_log.f = float(self.pid.f)
       pid_log.output = float(output_steer)
-      pid_log.saturated = bool(self._check_saturation(self.steer_max - abs(output_steer) < 1e-3, CS, steer_limited))
+      pid_log.saturated = bool(self._check_saturation(self.steer_max - abs(output_steer) < 1e-3, CS, steer_limited_by_controls, curvature_limited))
 
     return output_steer, angle_steers_des, pid_log

selfdrive/controls/lib/latcontrol_torque.py

@@ -3,9 +3,9 @@ import numpy as np
 
 from cereal import log
 from opendbc.car.interfaces import LatControlInputs
+from opendbc.car.vehicle_model import ACCELERATION_DUE_TO_GRAVITY
 from openpilot.selfdrive.controls.lib.latcontrol import LatControl
 from openpilot.common.pid import PIDController
-from openpilot.selfdrive.controls.lib.vehicle_model import ACCELERATION_DUE_TO_GRAVITY
 
 # At higher speeds (25+mph) we can assume:
 # Lateral acceleration achieved by a specific car correlates to
@@ -37,7 +37,7 @@ class LatControlTorque(LatControl):
     self.torque_params.latAccelOffset = latAccelOffset
     self.torque_params.friction = friction
 
-  def update(self, active, CS, VM, params, steer_limited, desired_curvature, calibrated_pose):
+  def update(self, active, CS, VM, params, steer_limited_by_controls, desired_curvature, calibrated_pose, curvature_limited):
     pid_log = log.ControlsState.LateralTorqueState.new_message()
     if not active:
       output_torque = 0.0
@@ -73,7 +73,7 @@ class LatControlTorque(LatControl):
                                           desired_lateral_accel - actual_lateral_accel, lateral_accel_deadzone, friction_compensation=True,
                                           gravity_adjusted=True)
 
-      freeze_integrator = steer_limited or CS.steeringPressed or CS.vEgo < 5
+      freeze_integrator = steer_limited_by_controls or CS.steeringPressed or CS.vEgo < 5
       output_torque = self.pid.update(pid_log.error,
                                       feedforward=ff,
                                       speed=CS.vEgo,
@@ -87,7 +87,7 @@ class LatControlTorque(LatControl):
       pid_log.output = float(-output_torque)
       pid_log.actualLateralAccel = float(actual_lateral_accel)
       pid_log.desiredLateralAccel = float(desired_lateral_accel)
-      pid_log.saturated = bool(self._check_saturation(self.steer_max - abs(output_torque) < 1e-3, CS, steer_limited))
+      pid_log.saturated = bool(self._check_saturation(self.steer_max - abs(output_torque) < 1e-3, CS, steer_limited_by_controls, curvature_limited))
 
     # TODO left is positive in this convention
     return -output_torque, 0.0, pid_log

selfdrive/controls/lib/longitudinal_mpc_lib/long_mpc.py

@@ -3,7 +3,7 @@ import os
 import time
 import numpy as np
 from cereal import log
-from opendbc.car.interfaces import ACCEL_MIN
+from opendbc.car.interfaces import ACCEL_MIN, ACCEL_MAX
 from openpilot.common.realtime import DT_MDL
 from openpilot.common.swaglog import cloudlog
 # WARNING: imports outside of constants will not trigger a rebuild
@@ -55,6 +55,8 @@ FCW_IDXS = T_IDXS < 5.0
 T_DIFFS = np.diff(T_IDXS, prepend=[0.])
 COMFORT_BRAKE = 2.5
 STOP_DISTANCE = 6.0
+CRUISE_MIN_ACCEL = -1.2
+CRUISE_MAX_ACCEL = 1.6
 
 def get_jerk_factor(personality=log.LongitudinalPersonality.standard):
   if personality==log.LongitudinalPersonality.relaxed:
@@ -281,7 +283,7 @@ class LongitudinalMpc:
     elif self.mode == 'blended':
       a_change_cost = 40.0 if prev_accel_constraint else 0
       cost_weights = [0., 0.1, 0.2, 5.0, a_change_cost, 1.0]
-      constraint_cost_weights = [LIMIT_COST, LIMIT_COST, LIMIT_COST, 50.0]
+      constraint_cost_weights = [LIMIT_COST, LIMIT_COST, LIMIT_COST, DANGER_ZONE_COST]
     else:
       raise NotImplementedError(f'Planner mode {self.mode} not recognized in planner cost set')
     self.set_cost_weights(cost_weights, constraint_cost_weights)
@@ -325,12 +327,6 @@ class LongitudinalMpc:
     lead_xv = self.extrapolate_lead(x_lead, v_lead, a_lead, a_lead_tau)
     return lead_xv
 
-  def set_accel_limits(self, min_a, max_a):
-    # TODO this sets a max accel limit, but the minimum limit is only for cruise decel
-    # needs refactor
-    self.cruise_min_a = min_a
-    self.max_a = max_a
-
   def update(self, radarstate, v_cruise, x, v, a, j, personality=log.LongitudinalPersonality.standard):
     t_follow = get_T_FOLLOW(personality)
     v_ego = self.x0[1]
@@ -346,8 +342,7 @@ class LongitudinalMpc:
     lead_1_obstacle = lead_xv_1[:,0] + get_stopped_equivalence_factor(lead_xv_1[:,1])
 
     self.params[:,0] = ACCEL_MIN
-    # negative accel constraint causes problems because negative speed is not allowed
-    self.params[:,1] = max(0.0, self.max_a)
+    self.params[:,1] = ACCEL_MAX
 
     # Update in ACC mode or ACC/e2e blend
     if self.mode == 'acc':
@@ -355,9 +350,9 @@ class LongitudinalMpc:
 
       # Fake an obstacle for cruise, this ensures smooth acceleration to set speed
       # when the leads are no factor.
-      v_lower = v_ego + (T_IDXS * self.cruise_min_a * 1.05)
+      v_lower = v_ego + (T_IDXS * CRUISE_MIN_ACCEL * 1.05)
       # TODO does this make sense when max_a is negative?
-      v_upper = v_ego + (T_IDXS * self.max_a * 1.05)
+      v_upper = v_ego + (T_IDXS * CRUISE_MAX_ACCEL * 1.05)
       v_cruise_clipped = np.clip(v_cruise * np.ones(N+1),
                                  v_lower,
                                  v_upper)

selfdrive/controls/lib/longitudinal_planner.py

@@ -16,7 +16,6 @@ from openpilot.selfdrive.car.cruise import V_CRUISE_MAX, V_CRUISE_UNSET
 from openpilot.common.swaglog import cloudlog
 
 LON_MPC_STEP = 0.2  # first step is 0.2s
-A_CRUISE_MIN = -1.2
 A_CRUISE_MAX_VALS = [1.6, 1.2, 0.8, 0.6]
 A_CRUISE_MAX_BP = [0., 10.0, 25., 40.]
 CONTROL_N_T_IDX = ModelConstants.T_IDXS[:CONTROL_N]
@@ -76,7 +75,10 @@ class LongitudinalPlanner:
 
     self.a_desired = init_a
     self.v_desired_filter = FirstOrderFilter(init_v, 2.0, self.dt)
+    self.prev_accel_clip = [ACCEL_MIN, ACCEL_MAX]
     self.v_model_error = 0.0
+    self.output_a_target = 0.0
+    self.output_should_stop = False
 
     self.v_desired_trajectory = np.zeros(CONTROL_N)
     self.a_desired_trajectory = np.zeros(CONTROL_N)
@@ -128,17 +130,16 @@ class LongitudinalPlanner:
     prev_accel_constraint = not (reset_state or sm['carState'].standstill)
 
     if self.mpc.mode == 'acc':
-      accel_limits = [A_CRUISE_MIN, get_max_accel(v_ego)]
+      accel_clip = [ACCEL_MIN, get_max_accel(v_ego)]
       steer_angle_without_offset = sm['carState'].steeringAngleDeg - sm['liveParameters'].angleOffsetDeg
-      accel_limits_turns = limit_accel_in_turns(v_ego, steer_angle_without_offset, accel_limits, self.CP)
+      accel_clip = limit_accel_in_turns(v_ego, steer_angle_without_offset, accel_clip, self.CP)
     else:
-      accel_limits = [ACCEL_MIN, ACCEL_MAX]
-      accel_limits_turns = [ACCEL_MIN, ACCEL_MAX]
+      accel_clip = [ACCEL_MIN, ACCEL_MAX]
 
     if reset_state:
       self.v_desired_filter.x = v_ego
       # Clip aEgo to cruise limits to prevent large accelerations when becoming active
-      self.a_desired = np.clip(sm['carState'].aEgo, accel_limits[0], accel_limits[1])
+      self.a_desired = np.clip(sm['carState'].aEgo, accel_clip[0], accel_clip[1])
 
     # Prevent divergence, smooth in current v_ego
     self.v_desired_filter.x = max(0.0, self.v_desired_filter.update(v_ego))
@@ -149,18 +150,14 @@ class LongitudinalPlanner:
     self.allow_throttle = throttle_prob > ALLOW_THROTTLE_THRESHOLD or v_ego <= MIN_ALLOW_THROTTLE_SPEED
 
     if not self.allow_throttle:
-      clipped_accel_coast = max(accel_coast, accel_limits_turns[0])
-      clipped_accel_coast_interp = np.interp(v_ego, [MIN_ALLOW_THROTTLE_SPEED, MIN_ALLOW_THROTTLE_SPEED*2], [accel_limits_turns[1], clipped_accel_coast])
-      accel_limits_turns[1] = min(accel_limits_turns[1], clipped_accel_coast_interp)
+      clipped_accel_coast = max(accel_coast, accel_clip[0])
+      clipped_accel_coast_interp = np.interp(v_ego, [MIN_ALLOW_THROTTLE_SPEED, MIN_ALLOW_THROTTLE_SPEED*2], [accel_clip[1], clipped_accel_coast])
+      accel_clip[1] = min(accel_clip[1], clipped_accel_coast_interp)
 
     if force_slow_decel:
       v_cruise = 0.0
-    # clip limits, cannot init MPC outside of bounds
-    accel_limits_turns[0] = min(accel_limits_turns[0], self.a_desired + 0.05)
-    accel_limits_turns[1] = max(accel_limits_turns[1], self.a_desired - 0.05)
 
     self.mpc.set_weights(prev_accel_constraint, personality=sm['selfdriveState'].personality)
-    self.mpc.set_accel_limits(accel_limits_turns[0], accel_limits_turns[1])
     self.mpc.set_cur_state(self.v_desired_filter.x, self.a_desired)
     self.mpc.update(sm['radarState'], v_cruise, x, v, a, j, personality=sm['selfdriveState'].personality)
 
@@ -178,6 +175,15 @@ class LongitudinalPlanner:
     self.a_desired = float(np.interp(self.dt, CONTROL_N_T_IDX, self.a_desired_trajectory))
     self.v_desired_filter.x = self.v_desired_filter.x + self.dt * (self.a_desired + a_prev) / 2.0
 
+    action_t =  self.CP.longitudinalActuatorDelay + DT_MDL
+    output_a_target, self.output_should_stop = get_accel_from_plan(self.v_desired_trajectory, self.a_desired_trajectory,
+                                                                        action_t=action_t, vEgoStopping=self.CP.vEgoStopping)
+
+    for idx in range(2):
+      accel_clip[idx] = np.clip(accel_clip[idx], self.prev_accel_clip[idx] - 0.05, self.prev_accel_clip[idx] + 0.05)
+    self.output_a_target = np.clip(output_a_target, accel_clip[0], accel_clip[1])
+    self.prev_accel_clip = accel_clip
+
   def publish(self, sm, pm):
     plan_send = messaging.new_message('longitudinalPlan')
 
@@ -196,11 +202,8 @@ class LongitudinalPlanner:
     longitudinalPlan.longitudinalPlanSource = self.mpc.source
     longitudinalPlan.fcw = self.fcw
 
-    action_t =  self.CP.longitudinalActuatorDelay + DT_MDL
-    a_target, should_stop = get_accel_from_plan(longitudinalPlan.speeds, longitudinalPlan.accels,
-                                                action_t=action_t, vEgoStopping=self.CP.vEgoStopping)
-    longitudinalPlan.aTarget = float(a_target)
-    longitudinalPlan.shouldStop = bool(should_stop)
+    longitudinalPlan.aTarget = float(self.output_a_target)
+    longitudinalPlan.shouldStop = bool(self.output_should_stop)
     longitudinalPlan.allowBrake = True
     longitudinalPlan.allowThrottle = bool(self.allow_throttle)
 

selfdrive/controls/lib/tests/test_latcontrol.py

@@ -5,10 +5,10 @@ from opendbc.car.car_helpers import interfaces
 from opendbc.car.honda.values import CAR as HONDA
 from opendbc.car.toyota.values import CAR as TOYOTA
 from opendbc.car.nissan.values import CAR as NISSAN
+from opendbc.car.vehicle_model import VehicleModel
 from openpilot.selfdrive.controls.lib.latcontrol_pid import LatControlPID
 from openpilot.selfdrive.controls.lib.latcontrol_torque import LatControlTorque
 from openpilot.selfdrive.controls.lib.latcontrol_angle import LatControlAngle
-from openpilot.selfdrive.controls.lib.vehicle_model import VehicleModel
 from openpilot.selfdrive.locationd.helpers import Pose
 from openpilot.common.mock.generators import generate_livePose
 
@@ -17,9 +17,9 @@ class TestLatControl:
 
   @parameterized.expand([(HONDA.HONDA_CIVIC, LatControlPID), (TOYOTA.TOYOTA_RAV4, LatControlTorque),  (NISSAN.NISSAN_LEAF, LatControlAngle)])
   def test_saturation(self, car_name, controller):
-    CarInterface, CarController, CarState, RadarInterface = interfaces[car_name]
+    CarInterface = interfaces[car_name]
     CP = CarInterface.get_non_essential_params(car_name)
-    CI = CarInterface(CP, CarController, CarState)
+    CI = CarInterface(CP)
     VM = VehicleModel(CP)
 
     controller = controller(CP.as_reader(), CI)
@@ -33,7 +33,15 @@ class TestLatControl:
     lp = generate_livePose()
     pose = Pose.from_live_pose(lp.livePose)
 
+    # Saturate for curvature limited and controller limited
     for _ in range(1000):
-      _, _, lac_log = controller.update(True, CS, VM, params, False, 1, pose)
-
+      _, _, lac_log = controller.update(True, CS, VM, params, False, 0, pose, True)
+    assert lac_log.saturated
+
+    for _ in range(1000):
+      _, _, lac_log = controller.update(True, CS, VM, params, False, 0, pose, False)
+    assert not lac_log.saturated
+
+    for _ in range(1000):
+      _, _, lac_log = controller.update(True, CS, VM, params, False, 1, pose, False)
     assert lac_log.saturated

selfdrive/controls/lib/tests/test_vehicle_model.py

@@ -1,67 +0,0 @@
-import pytest
-import math
-
-import numpy as np
-
-from opendbc.car.honda.interface import CarInterface
-from opendbc.car.honda.values import CAR
-from openpilot.selfdrive.controls.lib.vehicle_model import VehicleModel, dyn_ss_sol, create_dyn_state_matrices
-
-
-class TestVehicleModel:
-  def setup_method(self):
-    CP = CarInterface.get_non_essential_params(CAR.HONDA_CIVIC)
-    self.VM = VehicleModel(CP)
-
-  def test_round_trip_yaw_rate(self):
-    # TODO: fix VM to work at zero speed
-    for u in np.linspace(1, 30, num=10):
-      for roll in np.linspace(math.radians(-20), math.radians(20), num=11):
-        for sa in np.linspace(math.radians(-20), math.radians(20), num=11):
-          yr = self.VM.yaw_rate(sa, u, roll)
-          new_sa = self.VM.get_steer_from_yaw_rate(yr, u, roll)
-
-          assert sa == pytest.approx(new_sa)
-
-  def test_dyn_ss_sol_against_yaw_rate(self):
-    """Verify that the yaw_rate helper function matches the results
-    from the state space model."""
-
-    for roll in np.linspace(math.radians(-20), math.radians(20), num=11):
-      for u in np.linspace(1, 30, num=10):
-        for sa in np.linspace(math.radians(-20), math.radians(20), num=11):
-
-          # Compute yaw rate based on state space model
-          _, yr1 = dyn_ss_sol(sa, u, roll, self.VM)
-
-          # Compute yaw rate using direct computations
-          yr2 = self.VM.yaw_rate(sa, u, roll)
-          assert float(yr1[0]) == pytest.approx(yr2)
-
-  def test_syn_ss_sol_simulate(self):
-    """Verifies that dyn_ss_sol matches a simulation"""
-
-    for roll in np.linspace(math.radians(-20), math.radians(20), num=11):
-      for u in np.linspace(1, 30, num=10):
-        A, B = create_dyn_state_matrices(u, self.VM)
-
-        # Convert to discrete time system
-        dt = 0.01
-        top = np.hstack((A, B))
-        full = np.vstack((top, np.zeros_like(top))) * dt
-        Md = sum([np.linalg.matrix_power(full, k) / math.factorial(k) for k in range(25)])
-        Ad = Md[:A.shape[0], :A.shape[1]]
-        Bd = Md[:A.shape[0], A.shape[1]:]
-
-        for sa in np.linspace(math.radians(-20), math.radians(20), num=11):
-          inp = np.array([[sa], [roll]])
-
-          # Simulate for 1 second
-          x1 = np.zeros((2, 1))
-          for _ in range(100):
-            x1 = Ad @ x1 + Bd @ inp
-
-          # Compute steady state solution directly
-          x2 = dyn_ss_sol(sa, u, roll, self.VM)
-
-          np.testing.assert_almost_equal(x1, x2, decimal=3)

selfdrive/controls/lib/vehicle_model.py

@@ -1,230 +0,0 @@
-#!/usr/bin/env python3
-"""
-Dynamic bicycle model from "The Science of Vehicle Dynamics (2014), M. Guiggiani"
-
-The state is x = [v, r]^T
-with v lateral speed [m/s], and r rotational speed [rad/s]
-
-The input u is the steering angle [rad], and roll [rad]
-
-The system is defined by
-x_dot = A*x + B*u
-
-A depends on longitudinal speed, u [m/s], and vehicle parameters CP
-"""
-
-import numpy as np
-from numpy.linalg import solve
-
-from cereal import car
-
-ACCELERATION_DUE_TO_GRAVITY = 9.8
-
-
-class VehicleModel:
-  def __init__(self, CP: car.CarParams):
-    """
-    Args:
-      CP: Car Parameters
-    """
-    # for math readability, convert long names car params into short names
-    self.m: float = CP.mass
-    self.j: float = CP.rotationalInertia
-    self.l: float = CP.wheelbase
-    self.aF: float = CP.centerToFront
-    self.aR: float = CP.wheelbase - CP.centerToFront
-    self.chi: float = CP.steerRatioRear
-
-    self.cF_orig: float = CP.tireStiffnessFront
-    self.cR_orig: float = CP.tireStiffnessRear
-    self.update_params(1.0, CP.steerRatio)
-
-  def update_params(self, stiffness_factor: float, steer_ratio: float) -> None:
-    """Update the vehicle model with a new stiffness factor and steer ratio"""
-    self.cF: float = stiffness_factor * self.cF_orig
-    self.cR: float = stiffness_factor * self.cR_orig
-    self.sR: float = steer_ratio
-
-  def steady_state_sol(self, sa: float, u: float, roll: float) -> np.ndarray:
-    """Returns the steady state solution.
-
-    If the speed is too low we can't use the dynamic model (tire slip is undefined),
-    we then have to use the kinematic model
-
-    Args:
-      sa: Steering wheel angle [rad]
-      u: Speed [m/s]
-      roll: Road Roll [rad]
-
-    Returns:
-      2x1 matrix with steady state solution (lateral speed, rotational speed)
-    """
-    if u > 0.1:
-      return dyn_ss_sol(sa, u, roll, self)
-    else:
-      return kin_ss_sol(sa, u, self)
-
-  def calc_curvature(self, sa: float, u: float, roll: float) -> float:
-    """Returns the curvature. Multiplied by the speed this will give the yaw rate.
-
-    Args:
-      sa: Steering wheel angle [rad]
-      u: Speed [m/s]
-      roll: Road Roll [rad]
-
-    Returns:
-      Curvature factor [1/m]
-    """
-    return (self.curvature_factor(u) * sa / self.sR) + self.roll_compensation(roll, u)
-
-  def curvature_factor(self, u: float) -> float:
-    """Returns the curvature factor.
-    Multiplied by wheel angle (not steering wheel angle) this will give the curvature.
-
-    Args:
-      u: Speed [m/s]
-
-    Returns:
-      Curvature factor [1/m]
-    """
-    sf = calc_slip_factor(self)
-    return (1. - self.chi) / (1. - sf * u**2) / self.l
-
-  def get_steer_from_curvature(self, curv: float, u: float, roll: float) -> float:
-    """Calculates the required steering wheel angle for a given curvature
-
-    Args:
-      curv: Desired curvature [1/m]
-      u: Speed [m/s]
-      roll: Road Roll [rad]
-
-    Returns:
-      Steering wheel angle [rad]
-    """
-
-    return (curv - self.roll_compensation(roll, u)) * self.sR * 1.0 / self.curvature_factor(u)
-
-  def roll_compensation(self, roll: float, u: float) -> float:
-    """Calculates the roll-compensation to curvature
-
-    Args:
-      roll: Road Roll [rad]
-      u: Speed [m/s]
-
-    Returns:
-      Roll compensation curvature [rad]
-    """
-    sf = calc_slip_factor(self)
-
-    if abs(sf) < 1e-6:
-      return 0
-    else:
-      return (ACCELERATION_DUE_TO_GRAVITY * roll) / ((1 / sf) - u**2)
-
-  def get_steer_from_yaw_rate(self, yaw_rate: float, u: float, roll: float) -> float:
-    """Calculates the required steering wheel angle for a given yaw_rate
-
-    Args:
-      yaw_rate: Desired yaw rate [rad/s]
-      u: Speed [m/s]
-      roll: Road Roll [rad]
-
-    Returns:
-      Steering wheel angle [rad]
-    """
-    curv = yaw_rate / u
-    return self.get_steer_from_curvature(curv, u, roll)
-
-  def yaw_rate(self, sa: float, u: float, roll: float) -> float:
-    """Calculate yaw rate
-
-    Args:
-      sa: Steering wheel angle [rad]
-      u: Speed [m/s]
-      roll: Road Roll [rad]
-
-    Returns:
-      Yaw rate [rad/s]
-    """
-    return self.calc_curvature(sa, u, roll) * u
-
-
-def kin_ss_sol(sa: float, u: float, VM: VehicleModel) -> np.ndarray:
-  """Calculate the steady state solution at low speeds
-  At low speeds the tire slip is undefined, so a kinematic
-  model is used.
-
-  Args:
-    sa: Steering angle [rad]
-    u: Speed [m/s]
-    VM: Vehicle model
-
-  Returns:
-    2x1 matrix with steady state solution
-  """
-  K = np.zeros((2, 1))
-  K[0, 0] = VM.aR / VM.sR / VM.l * u
-  K[1, 0] = 1. / VM.sR / VM.l * u
-  return K * sa
-
-
-def create_dyn_state_matrices(u: float, VM: VehicleModel) -> tuple[np.ndarray, np.ndarray]:
-  """Returns the A and B matrix for the dynamics system
-
-  Args:
-    u: Vehicle speed [m/s]
-    VM: Vehicle model
-
-  Returns:
-    A tuple with the 2x2 A matrix, and 2x2 B matrix
-
-  Parameters in the vehicle model:
-    cF: Tire stiffness Front [N/rad]
-    cR: Tire stiffness Front [N/rad]
-    aF: Distance from CG to front wheels [m]
-    aR: Distance from CG to rear wheels [m]
-    m: Mass [kg]
-    j: Rotational inertia [kg m^2]
-    sR: Steering ratio [-]
-    chi: Steer ratio rear [-]
-  """
-  A = np.zeros((2, 2))
-  B = np.zeros((2, 2))
-  A[0, 0] = - (VM.cF + VM.cR) / (VM.m * u)
-  A[0, 1] = - (VM.cF * VM.aF - VM.cR * VM.aR) / (VM.m * u) - u
-  A[1, 0] = - (VM.cF * VM.aF - VM.cR * VM.aR) / (VM.j * u)
-  A[1, 1] = - (VM.cF * VM.aF**2 + VM.cR * VM.aR**2) / (VM.j * u)
-
-  # Steering input
-  B[0, 0] = (VM.cF + VM.chi * VM.cR) / VM.m / VM.sR
-  B[1, 0] = (VM.cF * VM.aF - VM.chi * VM.cR * VM.aR) / VM.j / VM.sR
-
-  # Roll input
-  B[0, 1] = -ACCELERATION_DUE_TO_GRAVITY
-
-  return A, B
-
-
-def dyn_ss_sol(sa: float, u: float, roll: float, VM: VehicleModel) -> np.ndarray:
-  """Calculate the steady state solution when x_dot = 0,
-  Ax + Bu = 0 => x = -A^{-1} B u
-
-  Args:
-    sa: Steering angle [rad]
-    u: Speed [m/s]
-    roll: Road Roll [rad]
-    VM: Vehicle model
-
-  Returns:
-    2x1 matrix with steady state solution
-  """
-  A, B = create_dyn_state_matrices(u, VM)
-  inp = np.array([[sa], [roll]])
-  return -solve(A, B) @ inp  # type: ignore
-
-
-def calc_slip_factor(VM: VehicleModel) -> float:
-  """The slip factor is a measure of how the curvature changes with speed
-  it's positive for Oversteering vehicle, negative (usual case) otherwise.
-  """
-  return VM.m * (VM.cF * VM.aF - VM.cR * VM.aR) / (VM.l**2 * VM.cF * VM.cR)

selfdrive/controls/plannerd.py

@@ -14,13 +14,13 @@ def main():
   cloudlog.info("plannerd is waiting for CarParams")
   params = Params()
   CP = messaging.log_from_bytes(params.get("CarParams", block=True), car.CarParams)
-  cloudlog.info("plannerd got CarParams: %s", CP.carName)
+  cloudlog.info("plannerd got CarParams: %s", CP.brand)
 
   ldw = LaneDepartureWarning()
   longitudinal_planner = LongitudinalPlanner(CP)
   pm = messaging.PubMaster(['longitudinalPlan', 'driverAssistance'])
   sm = messaging.SubMaster(['carControl', 'carState', 'controlsState', 'liveParameters', 'radarState', 'modelV2', 'selfdriveState'],
-                           poll='modelV2', ignore_avg_freq=['radarState'])
+                           poll='modelV2')
 
   while True:
     sm.update()

selfdrive/controls/radard.py

@@ -6,6 +6,7 @@ from typing import Any
 
 import capnp
 from cereal import messaging, log, car
+from openpilot.common.filter_simple import FirstOrderFilter
 from openpilot.common.params import Params
 from openpilot.common.realtime import DT_MDL, Priority, config_realtime_process
 from openpilot.common.swaglog import cloudlog
@@ -51,7 +52,7 @@ class Track:
   def __init__(self, identifier: int, v_lead: float, kalman_params: KalmanParams):
     self.identifier = identifier
     self.cnt = 0
-    self.aLeadTau = _LEAD_ACCEL_TAU
+    self.aLeadTau = FirstOrderFilter(_LEAD_ACCEL_TAU, 0.45, DT_MDL)
     self.K_A = kalman_params.A
     self.K_C = kalman_params.C
     self.K_K = kalman_params.K
@@ -74,17 +75,12 @@ class Track:
 
     # Learn if constant acceleration
     if abs(self.aLeadK) < 0.5:
-      self.aLeadTau = _LEAD_ACCEL_TAU
+      self.aLeadTau.x = _LEAD_ACCEL_TAU
     else:
-      self.aLeadTau *= 0.9
+      self.aLeadTau.update(0.0)
 
     self.cnt += 1
 
-  def reset_a_lead(self, aLeadK: float, aLeadTau: float):
-    self.kf = KF1D([[self.vLead], [aLeadK]], self.K_A, self.K_C, self.K_K)
-    self.aLeadK = aLeadK
-    self.aLeadTau = aLeadTau
-
   def get_RadarState(self, model_prob: float = 0.0):
     return {
       "dRel": float(self.dRel),
@@ -93,7 +89,7 @@ class Track:
       "vLead": float(self.vLead),
       "vLeadK": float(self.vLeadK),
       "aLeadK": float(self.aLeadK),
-      "aLeadTau": float(self.aLeadTau),
+      "aLeadTau": float(self.aLeadTau.x),
       "status": True,
       "fcw": self.is_potential_fcw(model_prob),
       "modelProb": model_prob,
@@ -150,7 +146,7 @@ def get_RadarState_from_vision(lead_msg: capnp._DynamicStructReader, v_ego: floa
     "vRel": float(lead_v_rel_pred),
     "vLead": float(v_ego + lead_v_rel_pred),
     "vLeadK": float(v_ego + lead_v_rel_pred),
-    "aLeadK": 0.0,
+    "aLeadK": float(lead_msg.a[0]),
     "aLeadTau": 0.3,
     "fcw": False,
     "modelProb": float(lead_msg.prob),
@@ -211,9 +207,7 @@ class RadarD:
       self.v_ego_hist.append(self.v_ego)
       self.last_v_ego_frame = sm.recv_frame['carState']
 
-    ar_pts = {}
-    for pt in rr.points:
-      ar_pts[pt.trackId] = [pt.dRel, pt.yRel, pt.vRel, pt.measured]
+    ar_pts = {pt.trackId: [pt.dRel, pt.yRel, pt.vRel, pt.measured] for pt in rr.points}
 
     # *** remove missing points from meta data ***
     for ids in list(self.tracks.keys()):
@@ -233,10 +227,10 @@ class RadarD:
       self.tracks[ids].update(rpt[0], rpt[1], rpt[2], v_lead, rpt[3])
 
     # *** publish radarState ***
-    self.radar_state_valid = sm.all_checks() and len(rr.errors) == 0
+    self.radar_state_valid = sm.all_checks()
     self.radar_state = log.RadarState.new_message()
     self.radar_state.mdMonoTime = sm.logMonoTime['modelV2']
-    self.radar_state.radarErrors = list(rr.errors)
+    self.radar_state.radarErrors = rr.errors
     self.radar_state.carStateMonoTime = sm.logMonoTime['carState']
 
     if len(sm['modelV2'].velocity.x):

selfdrive/controls/tests/test_leads.py

@@ -26,6 +26,6 @@ class TestLeads:
     msgs = [m for _ in range(3) for m in single_iter_pkg()]
     out = replay_process_with_name("card", msgs, fingerprint=TOYOTA.TOYOTA_COROLLA_TSS2)
     states = [m for m in out if m.which() == "liveTracks"]
-    failures = [not state.valid and len(state.liveTracks.errors) for state in states]
+    failures = [not state.valid for state in states]
 
     assert len(states) == 0 or all(failures)

selfdrive/debug/adb.sh

@@ -1,11 +0,0 @@
-#!/usr/bin/env bash
-set -e
-
-PORT=5555
-
-setprop service.adb.tcp.port $PORT
-sudo systemctl start adbd
-
-IP=$(echo $SSH_CONNECTION | awk '{ print $3}')
-echo "then, connect on your computer:"
-echo "adb connect $IP:$PORT"

selfdrive/debug/car/disable_ecu.py

@@ -11,5 +11,5 @@ if __name__ == "__main__":
   time.sleep(1)
 
   # honda bosch radar disable
-  disabled = disable_ecu(*can_callbacks, bus=1, addr=0x18DAB0F1, com_cont_req=b'\x28\x83\x03', timeout=0.5, debug=False)
+  disabled = disable_ecu(*can_callbacks, bus=1, addr=0x18DAB0F1, com_cont_req=b'\x28\x83\x03', timeout=0.5)
   print(f"disabled: {disabled}")

selfdrive/debug/car/ecu_addrs.py

@@ -2,6 +2,7 @@
 import argparse
 import time
 import cereal.messaging as messaging
+from opendbc.car.carlog import carlog
 from opendbc.car.ecu_addrs import get_all_ecu_addrs
 from openpilot.common.params import Params
 from openpilot.selfdrive.car.card import can_comm_callbacks, obd_callback
@@ -15,6 +16,9 @@ if __name__ == "__main__":
   parser.add_argument('--timeout', type=float, default=1.0)
   args = parser.parse_args()
 
+  if args.debug:
+    carlog.setLevel('DEBUG')
+
   logcan = messaging.sub_sock('can')
   sendcan = messaging.pub_sock('sendcan')
   can_callbacks = can_comm_callbacks(logcan, sendcan)
@@ -29,7 +33,7 @@ if __name__ == "__main__":
   obd_callback(params)(not args.no_obd)
 
   print("Getting ECU addresses ...")
-  ecu_addrs = get_all_ecu_addrs(*can_callbacks, args.bus, args.timeout, debug=args.debug)
+  ecu_addrs = get_all_ecu_addrs(*can_callbacks, args.bus, args.timeout)
 
   print()
   print("Found ECUs on rx addresses:")

selfdrive/debug/car/fw_versions.py

@@ -3,6 +3,7 @@ import time
 import argparse
 import cereal.messaging as messaging
 from cereal import car
+from opendbc.car.carlog import carlog
 from opendbc.car.fw_versions import get_fw_versions, match_fw_to_car
 from opendbc.car.vin import get_vin
 from openpilot.common.params import Params
@@ -18,6 +19,9 @@ if __name__ == "__main__":
   parser.add_argument('--brand', help='Only query addresses/with requests for this brand')
   args = parser.parse_args()
 
+  if args.debug:
+    carlog.setLevel('DEBUG')
+
   logcan = messaging.sub_sock('can')
   pandaStates_sock = messaging.sub_sock('pandaStates')
   sendcan = messaging.pub_sock('sendcan')
@@ -46,13 +50,13 @@ if __name__ == "__main__":
   t = time.time()
   print("Getting vin...")
   set_obd_multiplexing(True)
-  vin_rx_addr, vin_rx_bus, vin = get_vin(*can_callbacks, (0, 1), debug=args.debug)
+  vin_rx_addr, vin_rx_bus, vin = get_vin(*can_callbacks, (0, 1))
   print(f'RX: {hex(vin_rx_addr)}, BUS: {vin_rx_bus}, VIN: {vin}')
   print(f"Getting VIN took {time.time() - t:.3f} s")
   print()
 
   t = time.time()
-  fw_vers = get_fw_versions(*can_callbacks, set_obd_multiplexing, query_brand=args.brand, extra=extra, num_pandas=num_pandas, debug=args.debug, progress=True)
+  fw_vers = get_fw_versions(*can_callbacks, set_obd_multiplexing, query_brand=args.brand, extra=extra, num_pandas=num_pandas, progress=True)
   _, candidates = match_fw_to_car(fw_vers, vin)
 
   print()

selfdrive/debug/car/vin.py

@@ -2,6 +2,7 @@
 import argparse
 import time
 import cereal.messaging as messaging
+from opendbc.car.carlog import carlog
 from opendbc.car.vin import get_vin
 from openpilot.selfdrive.car.card import can_comm_callbacks
 
@@ -13,10 +14,13 @@ if __name__ == "__main__":
   parser.add_argument('--retry', type=int, default=5)
   args = parser.parse_args()
 
+  if args.debug:
+    carlog.setLevel('DEBUG')
+
   sendcan = messaging.pub_sock('sendcan')
   logcan = messaging.sub_sock('can')
   can_callbacks = can_comm_callbacks(logcan, sendcan)
   time.sleep(1)
 
-  vin_rx_addr, vin_rx_bus, vin = get_vin(*can_callbacks, (args.bus,), args.timeout, args.retry, debug=args.debug)
+  vin_rx_addr, vin_rx_bus, vin = get_vin(*can_callbacks, (args.bus,), args.timeout, args.retry)
   print(f'RX: {hex(vin_rx_addr)}, BUS: {vin_rx_bus}, VIN: {vin}')

selfdrive/debug/check_can_parser_performance.py

@@ -6,7 +6,6 @@ from tqdm import tqdm
 from cereal import car
 from opendbc.car.tests.routes import CarTestRoute
 from openpilot.selfdrive.car.tests.test_models import TestCarModelBase
-from openpilot.selfdrive.pandad import can_capnp_to_list
 from openpilot.tools.plotjuggler.juggle import DEMO_ROUTE
 
 N_RUNS = 10
@@ -25,13 +24,11 @@ if __name__ == '__main__':
   CC = car.CarControl.new_message()
   ets = []
   for _ in tqdm(range(N_RUNS)):
-    msgs = [m.as_builder().to_bytes() for m in tm.can_msgs]
     start_t = time.process_time_ns()
-    for msg in msgs:
-      can_list = can_capnp_to_list([msg])
+    for msg in tm.can_msgs:
       for cp in tm.CI.can_parsers.values():
         if cp is not None:
-          cp.update_strings(can_list)
+          cp.update_strings(msg)
     ets.append((time.process_time_ns() - start_t) * 1e-6)
 
   print(f'{len(tm.can_msgs)} CAN packets, {N_RUNS} runs')

selfdrive/debug/clear_dtc.py

@@ -2,7 +2,9 @@
 import sys
 import argparse
 from subprocess import check_output, CalledProcessError
+from opendbc.car.carlog import carlog
 from opendbc.car.uds import UdsClient, MessageTimeoutError, SESSION_TYPE, DTC_GROUP_TYPE
+from opendbc.car.structs import CarParams
 from panda import Panda
 
 parser = argparse.ArgumentParser(description="clear DTC status")
@@ -11,6 +13,9 @@ parser.add_argument("--bus", type=int, default=0)
 parser.add_argument('--debug', action='store_true')
 args = parser.parse_args()
 
+if args.debug:
+  carlog.setLevel('DEBUG')
+
 try:
   check_output(["pidof", "pandad"])
   print("pandad is running, please kill openpilot before running this script! (aborted)")
@@ -20,8 +25,8 @@ except CalledProcessError as e:
     raise e
 
 panda = Panda()
-panda.set_safety_mode(Panda.SAFETY_ELM327)
-uds_client = UdsClient(panda, args.addr, bus=args.bus, debug=args.debug)
+panda.set_safety_mode(CarParams.SafetyModel.elm327)
+uds_client = UdsClient(panda, args.addr, bus=args.bus)
 print("extended diagnostic session ...")
 try:
   uds_client.diagnostic_session_control(SESSION_TYPE.EXTENDED_DIAGNOSTIC)

selfdrive/debug/debug_fw_fingerprinting_offline.py

@@ -6,7 +6,7 @@ from openpilot.tools.lib.live_logreader import live_logreader
 from openpilot.tools.lib.logreader import LogReader, ReadMode
 
 
-def main(route: str | None, addrs: list[int]):
+def main(route: str | None, addrs: list[int], rxoffset: int | None):
   """
   TODO:
   - highlight TX vs RX clearly
@@ -23,7 +23,7 @@ def main(route: str | None, addrs: list[int]):
   prev_mono_time = 0
 
   # include rx addresses
-  addrs = addrs + [uds.get_rx_addr_for_tx_addr(addr) for addr in addrs]
+  addrs = addrs + [uds.get_rx_addr_for_tx_addr(addr, rxoffset) for addr in addrs]
 
   for msg in lr:
     if msg.which() == 'can':
@@ -36,7 +36,7 @@ def main(route: str | None, addrs: list[int]):
           if msg.logMonoTime != prev_mono_time:
             print()
             prev_mono_time = msg.logMonoTime
-          print(f"{msg.which():>7}: rxaddr={can.address}, bus={can.src}, {round((msg.logMonoTime - start_mono_time) * 1e-6, 2)} ms, " +
+          print(f"{msg.which():>7}: rxaddr={can.address}, bus={str(can.src) + ',':<4} {round((msg.logMonoTime - start_mono_time) * 1e-6)} ms, " +
                 f"0x{can.dat.hex()}, {can.dat}, {len(can.dat)=}")
 
 
@@ -44,7 +44,9 @@ if __name__ == "__main__":
   parser = argparse.ArgumentParser(description='View back and forth ISO-TP communication between various ECUs given an address')
   parser.add_argument('route', nargs='?', help='Route name, live if not specified')
   parser.add_argument('--addrs', nargs='*', default=[], help='List of tx address to view (0x7e0 for engine)')
+  parser.add_argument('--rxoffset', default='')
   args = parser.parse_args()
 
   addrs = [int(addr, base=16) if addr.startswith('0x') else int(addr) for addr in args.addrs]
-  main(args.route, addrs)
+  rxoffset = int(args.rxoffset, base=16) if args.rxoffset else None
+  main(args.route, addrs, rxoffset)

selfdrive/debug/hyundai_enable_radar_points.py

@@ -16,7 +16,9 @@ import argparse
 from typing import NamedTuple
 from subprocess import check_output, CalledProcessError
 
+from opendbc.car.carlog import carlog
 from opendbc.car.uds import UdsClient, SESSION_TYPE, DATA_IDENTIFIER_TYPE
+from opendbc.car.structs import CarParams
 from panda.python import Panda
 
 class ConfigValues(NamedTuple):
@@ -78,6 +80,9 @@ if __name__ == "__main__":
   parser.add_argument('--bus', type=int, default=0, help='can bus to use (default: 0)')
   args = parser.parse_args()
 
+  if args.debug:
+    carlog.setLevel('DEBUG')
+
   try:
     check_output(["pidof", "pandad"])
     print("pandad is running, please kill openpilot before running this script! (aborted)")
@@ -92,8 +97,8 @@ if __name__ == "__main__":
     sys.exit(0)
 
   panda = Panda()
-  panda.set_safety_mode(Panda.SAFETY_ELM327)
-  uds_client = UdsClient(panda, 0x7D0, bus=args.bus, debug=args.debug)
+  panda.set_safety_mode(CarParams.SafetyModel.elm327)
+  uds_client = UdsClient(panda, 0x7D0, bus=args.bus)
 
   print("\n[START DIAGNOSTIC SESSION]")
   session_type : SESSION_TYPE = 0x07 # type: ignore

selfdrive/debug/max_lat_accel.py

@@ -0,0 +1,116 @@
+#!/usr/bin/env python3
+import argparse
+import numpy as np
+import matplotlib.pyplot as plt
+from typing import NamedTuple
+from openpilot.tools.lib.logreader import LogReader
+from openpilot.selfdrive.locationd.models.pose_kf import EARTH_G
+
+RLOG_MIN_LAT_ACTIVE = 50
+RLOG_MIN_STEERING_UNPRESSED = 50
+RLOG_MIN_REQUESTING_MAX = 25  # sample many times after reaching max torque
+
+QLOG_DECIMATION = 10
+
+
+class Event(NamedTuple):
+  lateral_accel: float
+  speed: float
+  roll: float
+  timestamp: float  # relative to start of route (s)
+
+
+def find_events(lr: LogReader, qlog: bool = False) -> list[Event]:
+  min_lat_active = RLOG_MIN_LAT_ACTIVE // QLOG_DECIMATION if qlog else RLOG_MIN_LAT_ACTIVE
+  min_steering_unpressed = RLOG_MIN_STEERING_UNPRESSED // QLOG_DECIMATION if qlog else RLOG_MIN_STEERING_UNPRESSED
+  min_requesting_max = RLOG_MIN_REQUESTING_MAX // QLOG_DECIMATION if qlog else RLOG_MIN_REQUESTING_MAX
+
+  events = []
+
+  start_ts = 0
+
+  # state tracking
+  steering_unpressed = 0  # frames
+  requesting_max = 0  # frames
+  lat_active = 0  # frames
+
+  # current state
+  curvature = 0
+  v_ego = 0
+  roll = 0
+
+  for msg in lr:
+    if msg.which() == 'carControl':
+      if start_ts == 0:
+        start_ts = msg.logMonoTime
+
+      lat_active = lat_active + 1 if msg.carControl.latActive else 0
+
+    elif msg.which() == 'carOutput':
+      # if we test with driver torque safety, max torque can be slightly noisy
+      requesting_max = requesting_max + 1 if abs(msg.carOutput.actuatorsOutput.torque) > 0.95 else 0
+
+    elif msg.which() == 'carState':
+      steering_unpressed = steering_unpressed + 1 if not msg.carState.steeringPressed else 0
+      v_ego = msg.carState.vEgo
+
+    elif msg.which() == 'controlsState':
+      curvature = msg.controlsState.curvature
+
+    elif msg.which() == 'liveParameters':
+      roll = msg.liveParameters.roll
+
+    if lat_active > min_lat_active and steering_unpressed > min_steering_unpressed and requesting_max > min_requesting_max:
+      # TODO: record max lat accel at the end of the event, need to use the past lat accel as overriding can happen before we detect it
+      requesting_max = 0
+
+      current_lateral_accel = curvature * v_ego ** 2 - roll * EARTH_G
+      events.append(Event(current_lateral_accel, v_ego, roll, round((msg.logMonoTime - start_ts) * 1e-9, 2)))
+      print(events[-1])
+
+  return events
+
+
+if __name__ == '__main__':
+  parser = argparse.ArgumentParser(description="Find max lateral acceleration events",
+                                   formatter_class=argparse.ArgumentDefaultsHelpFormatter)
+
+  parser.add_argument("route")
+  args = parser.parse_args()
+
+  lr = LogReader(args.route, sort_by_time=True)
+  qlog = args.route.endswith('/q')
+  if qlog:
+    print('WARNING: Treating route as qlog!')
+
+  print('Finding events...')
+  events = find_events(lr, qlog=qlog)
+
+  print()
+  print(f'Found {len(events)} events')
+
+  perc_left_accel = -np.percentile([-ev.lateral_accel for ev in events if ev.lateral_accel < 0], 90)
+  perc_right_accel = np.percentile([ev.lateral_accel for ev in events if ev.lateral_accel > 0], 90)
+
+  CP = lr.first('carParams')
+
+  plt.ion()
+  plt.clf()
+  plt.suptitle(f'{CP.carFingerprint} - Max lateral acceleration events')
+  plt.title(args.route)
+  plt.scatter([ev.speed for ev in events], [ev.lateral_accel for ev in events], label='max lateral accel events')
+
+  plt.plot([0, 35], [3, 3], c='r', label='ISO 11270 - 3 m/s^2')
+  plt.plot([0, 35], [-3, -3], c='r')
+
+  plt.plot([0, 35], [perc_left_accel, perc_left_accel], c='g', linestyle='--', label='90th percentile left lateral accel')
+  plt.plot([0, 35], [perc_right_accel, perc_right_accel], c='#ff7f0e', linestyle='--', label='90th percentile right lateral accel')
+  plt.text(0.4, float(perc_left_accel + 0.4), f'{perc_left_accel:.2f} m/s^2', verticalalignment='center', fontsize=12)
+  plt.text(0.4, float(perc_right_accel - 0.4), f'{perc_right_accel:.2f} m/s^2', verticalalignment='center', fontsize=12)
+
+  plt.xlim(0, 35)
+  plt.ylim(-5, 5)
+  plt.xlabel('speed (m/s)')
+  plt.ylabel('lateral acceleration (m/s^2)')
+  plt.legend()
+  plt.show(block=True)

selfdrive/debug/qlog_size.py

@@ -6,7 +6,7 @@ from collections import defaultdict
 import matplotlib.pyplot as plt
 
 from cereal.services import SERVICE_LIST
-from openpilot.system.loggerd.uploader import LOG_COMPRESSION_LEVEL
+from openpilot.common.file_helpers import LOG_COMPRESSION_LEVEL
 from openpilot.tools.lib.logreader import LogReader
 from tqdm import tqdm
 

selfdrive/debug/read_dtc_status.py

@@ -2,7 +2,9 @@
 import sys
 import argparse
 from subprocess import check_output, CalledProcessError
+from opendbc.car.carlog import carlog
 from opendbc.car.uds import UdsClient, SESSION_TYPE, DTC_REPORT_TYPE, DTC_STATUS_MASK_TYPE, get_dtc_num_as_str, get_dtc_status_names
+from opendbc.car.structs import CarParams
 from panda import Panda
 
 parser = argparse.ArgumentParser(description="read DTC status")
@@ -11,6 +13,9 @@ parser.add_argument("--bus", type=int, default=0)
 parser.add_argument('--debug', action='store_true')
 args = parser.parse_args()
 
+if args.debug:
+  carlog.setLevel('DEBUG')
+
 try:
   check_output(["pidof", "pandad"])
   print("pandad is running, please kill openpilot before running this script! (aborted)")
@@ -20,8 +25,8 @@ except CalledProcessError as e:
     raise e
 
 panda = Panda()
-panda.set_safety_mode(Panda.SAFETY_ELM327)
-uds_client = UdsClient(panda, args.addr, bus=args.bus, debug=args.debug)
+panda.set_safety_mode(CarParams.SafetyModel.elm327)
+uds_client = UdsClient(panda, args.addr, bus=args.bus)
 print("extended diagnostic session ...")
 uds_client.diagnostic_session_control(SESSION_TYPE.EXTENDED_DIAGNOSTIC)
 print("read diagnostic codes ...")

selfdrive/debug/run_process_on_route.py

@@ -10,21 +10,21 @@ if __name__ == "__main__":
                                    formatter_class=argparse.ArgumentDefaultsHelpFormatter)
   parser.add_argument("--fingerprint", help="The fingerprint to use")
   parser.add_argument("route", help="The route name to use")
-  parser.add_argument("process", help="The process to run")
+  parser.add_argument("process", nargs='+', help="The process(s) to run")
   args = parser.parse_args()
 
-  cfg = [c for c in CONFIGS if c.proc_name == args.process][0]
+  cfgs = [c for c in CONFIGS if c.proc_name in args.process]
 
   lr = LogReader(args.route)
   inputs = list(lr)
 
-  outputs = replay_process(cfg, inputs, fingerprint=args.fingerprint)
+  outputs = replay_process(cfgs, inputs, fingerprint=args.fingerprint)
 
   # Remove message generated by the process under test and merge in the new messages
   produces = {o.which() for o in outputs}
   inputs = [i for i in inputs if i.which() not in produces]
   outputs = sorted(inputs + outputs, key=lambda x: x.logMonoTime)
 
-  fn = f"{args.route.replace('/', '_')}_{args.process}.zst"
+  fn = f"{args.route.replace('/', '_')}_{'_'.join(args.process)}.zst"
   print(f"Saving log to {fn}")
   save_log(fn, outputs)

selfdrive/debug/test_fw_query_on_routes.py

@@ -65,8 +65,7 @@ if __name__ == "__main__":
           CP = msg.carParams
           car_fw = [fw for fw in CP.carFw if not fw.logging]
           if len(car_fw) == 0:
-            print("no fw")
-            break
+            print("WARNING: no fw")
 
           live_fingerprint = CP.carFingerprint
           live_fingerprint = MIGRATION.get(live_fingerprint, live_fingerprint)
@@ -98,7 +97,7 @@ if __name__ == "__main__":
           print("New style (exact):", exact_matches)
           print("New style (fuzzy):", fuzzy_matches)
 
-          padding = max([len(fw.brand or UNKNOWN_BRAND) for fw in car_fw])
+          padding = max([len(fw.brand or UNKNOWN_BRAND) for fw in car_fw] + [0])
           for version in sorted(car_fw, key=lambda fw: fw.brand):
             subaddr = None if version.subAddress == 0 else hex(version.subAddress)
             print(f"  Brand: {version.brand or UNKNOWN_BRAND:{padding}}, bus: {version.bus} - " +

selfdrive/debug/vw_mqb_config.py

@@ -3,8 +3,10 @@
 import argparse
 import struct
 from enum import IntEnum
+from opendbc.car.carlog import carlog
 from opendbc.car.uds import UdsClient, MessageTimeoutError, NegativeResponseError, SESSION_TYPE,\
   DATA_IDENTIFIER_TYPE, ACCESS_TYPE
+from opendbc.car.structs import CarParams
 from panda import Panda
 from datetime import date
 
@@ -33,10 +35,13 @@ if __name__ == "__main__":
   parser.add_argument("action", choices={"show", "enable", "disable"}, help="show or modify current EPS HCA config")
   args = parser.parse_args()
 
+  if args.debug:
+    carlog.setLevel('DEBUG')
+
   panda = Panda()
-  panda.set_safety_mode(Panda.SAFETY_ELM327)
+  panda.set_safety_mode(CarParams.SafetyModel.elm327)
   bus = 1 if panda.has_obd() else 0
-  uds_client = UdsClient(panda, MQB_EPS_CAN_ADDR, MQB_EPS_CAN_ADDR + RX_OFFSET, bus, timeout=0.2, debug=args.debug)
+  uds_client = UdsClient(panda, MQB_EPS_CAN_ADDR, MQB_EPS_CAN_ADDR + RX_OFFSET, bus, timeout=0.2)
 
   try:
     uds_client.diagnostic_session_control(SESSION_TYPE.EXTENDED_DIAGNOSTIC)

selfdrive/locationd/calibrationd.py

@@ -6,7 +6,6 @@ While the roll calibration is a real value that can be estimated, here we assume
 and the image input into the neural network is not corrected for roll.
 '''
 
-import gc
 import os
 import capnp
 import numpy as np
@@ -16,7 +15,7 @@ from cereal import log
 import cereal.messaging as messaging
 from openpilot.common.conversions import Conversions as CV
 from openpilot.common.params import Params
-from openpilot.common.realtime import set_realtime_priority
+from openpilot.common.realtime import config_realtime_process
 from openpilot.common.transformations.orientation import rot_from_euler, euler_from_rot
 from openpilot.common.swaglog import cloudlog
 
@@ -256,8 +255,7 @@ class Calibrator:
 
 
 def main() -> NoReturn:
-  gc.disable()
-  set_realtime_priority(1)
+  config_realtime_process([0, 1, 2, 3], 5)
 
   pm = messaging.PubMaster(['liveCalibration'])
   sm = messaging.SubMaster(['cameraOdometry', 'carState', 'carParams'], poll='cameraOdometry')

selfdrive/locationd/locationd.py

@@ -12,6 +12,7 @@ from cereal.services import SERVICE_LIST
 from openpilot.common.transformations.orientation import rot_from_euler
 from openpilot.common.realtime import config_realtime_process
 from openpilot.common.params import Params
+from openpilot.common.swaglog import cloudlog
 from openpilot.selfdrive.locationd.helpers import rotate_std
 from openpilot.selfdrive.locationd.models.pose_kf import PoseKalman, States
 from openpilot.selfdrive.locationd.models.constants import ObservationKind, GENERATED_DIR
@@ -24,14 +25,16 @@ MIN_STD_SANITY_CHECK = 1e-5  # m or rad
 MAX_FILTER_REWIND_TIME = 0.8  # s
 MAX_SENSOR_TIME_DIFF = 0.1  # s
 YAWRATE_CROSS_ERR_CHECK_FACTOR = 30
-INPUT_INVALID_THRESHOLD = 0.5  # 0 bad inputs ignored
-TIMING_INVALID_THRESHOLD = 2.5  # 2 bad timings ignored
-INPUT_INVALID_DECAY = 0.9993  # ~10 secs to resume after exceeding allowed bad inputs by one (at 100hz)
-TIMING_INVALID_DECAY = 0.9990  # ~2 secs to resume after exceeding allowed bad timings by one (at 100hz)
+INPUT_INVALID_LIMIT = 2.0 # 1 (camodo) / 9 (sensor) bad input[s] ignored
+INPUT_INVALID_RECOVERY = 10.0 # ~10 secs to resume after exceeding allowed bad inputs by one
 POSENET_STD_INITIAL_VALUE = 10.0
 POSENET_STD_HIST_HALF = 20
 
 
+def calculate_invalid_input_decay(invalid_limit, recovery_time, frequency):
+  return (1 - 1 / (2 * invalid_limit)) ** (1 / (recovery_time * frequency))
+
+
 def init_xyz_measurement(measurement: capnp._DynamicStructBuilder, values: np.ndarray, stds: np.ndarray, valid: bool):
   assert len(values) == len(stds) == 3
   measurement.x, measurement.y, measurement.z = map(float, values)
@@ -76,20 +79,20 @@ class LocationEstimator:
     # sensor time and log time should be close
     sensor_time_invalid = abs(sensor_time - t) > MAX_SENSOR_TIME_DIFF
     if sensor_time_invalid:
-      print("Sensor reading ignored, sensor timestamp more than 100ms off from log time")
+      cloudlog.warning("Sensor reading ignored, sensor timestamp more than 100ms off from log time")
     return not sensor_time_invalid
 
   def _validate_timestamp(self, t: float):
     kf_t = self.kf.t
     invalid = not np.isnan(kf_t) and (kf_t - t) > MAX_FILTER_REWIND_TIME
     if invalid:
-      print("Observation timestamp is older than the max rewind threshold of the filter")
+      cloudlog.warning("Observation timestamp is older than the max rewind threshold of the filter")
     return not invalid
 
   def _finite_check(self, t: float, new_x: np.ndarray, new_P: np.ndarray):
     all_finite = np.isfinite(new_x).all() and np.isfinite(new_P).all()
     if not all_finite:
-      print("Non-finite values detected, kalman reset")
+      cloudlog.error("Non-finite values detected, kalman reset")
       self.reset(t)
 
   def handle_log(self, t: float, which: str, msg: capnp._DynamicStructReader) -> HandleLogResult:
@@ -144,13 +147,13 @@ class LocationEstimator:
       self.car_speed = abs(msg.vEgo)
 
     elif which == "liveCalibration":
+      # Note that we use this message during calibration
       if len(msg.rpyCalib) > 0:
         calib = np.array(msg.rpyCalib)
         if calib.min() < -CALIB_RPY_SANITY_CHECK or calib.max() > CALIB_RPY_SANITY_CHECK:
           return HandleLogResult.INPUT_INVALID
 
         self.device_from_calib = rot_from_euler(calib)
-        self.calibrated = msg.calStatus == log.LiveCalibrationData.Status.calibrated
 
     elif which == "cameraOdometry":
       if not self._validate_timestamp(t):
@@ -269,11 +272,11 @@ def main():
 
   filter_initialized = False
   critcal_services = ["accelerometer", "gyroscope", "cameraOdometry"]
-  observation_timing_invalid = defaultdict(int)
   observation_input_invalid = defaultdict(int)
 
-  input_invalid_decay = {s: INPUT_INVALID_DECAY ** (100. / SERVICE_LIST[s].frequency) for s in critcal_services}
-  timing_invalid_decay = {s: TIMING_INVALID_DECAY ** (100. / SERVICE_LIST[s].frequency) for s in critcal_services}
+  input_invalid_limit = {s: round(INPUT_INVALID_LIMIT * (SERVICE_LIST[s].frequency / 20.)) for s in critcal_services}
+  input_invalid_threshold = {s: input_invalid_limit[s] - 0.5 for s in critcal_services}
+  input_invalid_decay = {s: calculate_invalid_input_decay(input_invalid_limit[s], INPUT_INVALID_RECOVERY, SERVICE_LIST[s].frequency) for s in critcal_services}
 
   initial_pose = params.get("LocationFilterInitialState")
   if initial_pose is not None:
@@ -306,19 +309,19 @@ def main():
             continue
 
           if res == HandleLogResult.TIMING_INVALID:
-            observation_timing_invalid[which] += 1
-          elif res == HandleLogResult.INPUT_INVALID:
+            cloudlog.warning(f"Observation {which} ignored due to failed timing check")
             observation_input_invalid[which] += 1
-          else:
+          elif res == HandleLogResult.INPUT_INVALID:
+            cloudlog.warning(f"Observation {which} ignored due to failed sanity check")
+            observation_input_invalid[which] += 1
+          elif res == HandleLogResult.SUCCESS:
             observation_input_invalid[which] *= input_invalid_decay[which]
-            observation_timing_invalid[which] *= timing_invalid_decay[which]
     else:
       filter_initialized = sm.all_checks() and sensor_all_checks(acc_msgs, gyro_msgs, sensor_valid, sensor_recv_time, sensor_alive, SIMULATION)
 
     if sm.updated["cameraOdometry"]:
-      critical_service_inputs_valid = all(observation_input_invalid[s] < INPUT_INVALID_THRESHOLD for s in critcal_services)
-      critical_service_timing_valid = all(observation_timing_invalid[s] < TIMING_INVALID_THRESHOLD for s in critcal_services)
-      inputs_valid = sm.all_valid() and critical_service_inputs_valid and critical_service_timing_valid
+      critical_service_inputs_valid = all(observation_input_invalid[s] < input_invalid_threshold[s] for s in critcal_services)
+      inputs_valid = sm.all_valid() and critical_service_inputs_valid
       sensors_valid = sensor_all_checks(acc_msgs, gyro_msgs, sensor_valid, sensor_recv_time, sensor_alive, SIMULATION)
 
       msg = estimator.get_msg(sensors_valid, inputs_valid, filter_initialized)

selfdrive/locationd/models/car_kf.py

@@ -5,7 +5,7 @@ from typing import Any
 
 import numpy as np
 
-from openpilot.selfdrive.controls.lib.vehicle_model import ACCELERATION_DUE_TO_GRAVITY
+from opendbc.car.vehicle_model import ACCELERATION_DUE_TO_GRAVITY
 from openpilot.selfdrive.locationd.models.constants import ObservationKind
 from openpilot.common.swaglog import cloudlog
 

selfdrive/locationd/paramsd.py

@@ -46,18 +46,25 @@ class ParamsLearner:
     self.yaw_rate_std = 0.0
     self.roll = 0.0
     self.steering_angle = 0.0
-    self.roll_valid = False
 
   def handle_log(self, t, which, msg):
     if which == 'livePose':
       device_pose = Pose.from_live_pose(msg)
       calibrated_pose = self.calibrator.build_calibrated_pose(device_pose)
-      self.yaw_rate, self.yaw_rate_std = calibrated_pose.angular_velocity.z, calibrated_pose.angular_velocity.z_std
+
+      yaw_rate_valid = msg.angularVelocityDevice.valid
+      yaw_rate_valid = yaw_rate_valid and 0 < self.yaw_rate_std < 10  # rad/s
+      yaw_rate_valid = yaw_rate_valid and abs(self.yaw_rate) < 1  # rad/s
+      if yaw_rate_valid:
+        self.yaw_rate, self.yaw_rate_std = calibrated_pose.angular_velocity.z, calibrated_pose.angular_velocity.z_std
+      else:
+        # This is done to bound the yaw rate estimate when localizer values are invalid or calibrating
+        self.yaw_rate, self.yaw_rate_std = 0.0, np.radians(10.0)
 
       localizer_roll, localizer_roll_std = device_pose.orientation.x, device_pose.orientation.x_std
       localizer_roll_std = np.radians(1) if np.isnan(localizer_roll_std) else localizer_roll_std
-      self.roll_valid = (localizer_roll_std < ROLL_STD_MAX) and (ROLL_MIN < localizer_roll < ROLL_MAX) and msg.sensorsOK
-      if self.roll_valid:
+      roll_valid = (localizer_roll_std < ROLL_STD_MAX) and (ROLL_MIN < localizer_roll < ROLL_MAX) and msg.sensorsOK
+      if roll_valid:
         roll = localizer_roll
         # Experimentally found multiplier of 2 to be best trade-off between stability and accuracy or similar?
         roll_std = 2 * localizer_roll_std
@@ -67,18 +74,12 @@ class ParamsLearner:
         roll_std = np.radians(10.0)
       self.roll = np.clip(roll, self.roll - ROLL_MAX_DELTA, self.roll + ROLL_MAX_DELTA)
 
-      yaw_rate_valid = msg.angularVelocityDevice.valid and self.calibrator.calib_valid
-      yaw_rate_valid = yaw_rate_valid and 0 < self.yaw_rate_std < 10  # rad/s
-      yaw_rate_valid = yaw_rate_valid and abs(self.yaw_rate) < 1  # rad/s
-
       if self.active:
         if msg.posenetOK:
-
-          if yaw_rate_valid:
-            self.kf.predict_and_observe(t,
-                                        ObservationKind.ROAD_FRAME_YAW_RATE,
-                                        np.array([[-self.yaw_rate]]),
-                                        np.array([np.atleast_2d(self.yaw_rate_std**2)]))
+          self.kf.predict_and_observe(t,
+                                      ObservationKind.ROAD_FRAME_YAW_RATE,
+                                      np.array([[-self.yaw_rate]]),
+                                      np.array([np.atleast_2d(self.yaw_rate_std**2)]))
 
           self.kf.predict_and_observe(t,
                                       ObservationKind.ROAD_ROLL,
@@ -228,13 +229,17 @@ def main():
       liveParameters.roll = float(roll)
       liveParameters.angleOffsetAverageDeg = float(angle_offset_average)
       liveParameters.angleOffsetDeg = float(angle_offset)
+      liveParameters.steerRatioValid = min_sr <= liveParameters.steerRatio <= max_sr
+      liveParameters.stiffnessFactorValid = 0.2 <= liveParameters.stiffnessFactor <= 5.0
+      liveParameters.angleOffsetAverageValid = bool(avg_offset_valid)
+      liveParameters.angleOffsetValid = bool(total_offset_valid)
       liveParameters.valid = all((
-        avg_offset_valid,
-        total_offset_valid,
+        liveParameters.angleOffsetAverageValid,
+        liveParameters.angleOffsetValid ,
         roll_valid,
         roll_std < ROLL_STD_MAX,
-        0.2 <= liveParameters.stiffnessFactor <= 5.0,
-        min_sr <= liveParameters.steerRatio <= max_sr,
+        liveParameters.stiffnessFactorValid,
+        liveParameters.steerRatioValid,
       ))
       liveParameters.steerRatioStd = float(P[States.STEER_RATIO].item())
       liveParameters.stiffnessFactorStd = float(P[States.STIFFNESS].item())

selfdrive/locationd/test/test_locationd.py

@@ -1,56 +0,0 @@
-import capnp
-
-import cereal.messaging as messaging
-from openpilot.common.params import Params
-
-from openpilot.system.manager.process_config import managed_processes
-
-
-class TestLocationdProc:
-  LLD_MSGS = ['gpsLocationExternal', 'cameraOdometry', 'carState', 'liveCalibration',
-              'accelerometer', 'gyroscope', 'magnetometer']
-
-  def setup_method(self):
-    self.pm = messaging.PubMaster(self.LLD_MSGS)
-
-    self.params = Params()
-    self.params.put_bool("UbloxAvailable", True)
-    managed_processes['locationd'].prepare()
-    managed_processes['locationd'].start()
-
-  def teardown_method(self):
-    managed_processes['locationd'].stop()
-
-  def get_msg(self, name, t):
-    try:
-      msg = messaging.new_message(name)
-    except capnp.lib.capnp.KjException:
-      msg = messaging.new_message(name, 0)
-
-    if name == "gpsLocationExternal":
-      msg.gpsLocationExternal.flags = 1
-      msg.gpsLocationExternal.hasFix = True
-      msg.gpsLocationExternal.verticalAccuracy = 1.0
-      msg.gpsLocationExternal.speedAccuracy = 1.0
-      msg.gpsLocationExternal.bearingAccuracyDeg = 1.0
-      msg.gpsLocationExternal.vNED = [0.0, 0.0, 0.0]
-      msg.gpsLocationExternal.latitude = float(self.lat)
-      msg.gpsLocationExternal.longitude = float(self.lon)
-      msg.gpsLocationExternal.unixTimestampMillis = t * 1e6
-      msg.gpsLocationExternal.altitude = float(self.alt)
-    #if name == "gnssMeasurements":
-    #  msg.gnssMeasurements.measTime = t
-    #  msg.gnssMeasurements.positionECEF.value = [self.x , self.y, self.z]
-    #  msg.gnssMeasurements.positionECEF.std = [0,0,0]
-    #  msg.gnssMeasurements.positionECEF.valid = True
-    #  msg.gnssMeasurements.velocityECEF.value = []
-    #  msg.gnssMeasurements.velocityECEF.std = [0,0,0]
-    #  msg.gnssMeasurements.velocityECEF.valid = True
-    elif name == 'cameraOdometry':
-      msg.cameraOdometry.rot = [0.0, 0.0, 0.0]
-      msg.cameraOdometry.rotStd = [0.0, 0.0, 0.0]
-      msg.cameraOdometry.trans = [0.0, 0.0, 0.0]
-      msg.cameraOdometry.transStd = [0.0, 0.0, 0.0]
-    msg.logMonoTime = t
-    msg.valid = True
-    return msg

selfdrive/locationd/test/test_locationd_scenarios.py

@@ -23,8 +23,10 @@ class Scenario(Enum):
   BASE = 'base'
   GYRO_OFF = 'gyro_off'
   GYRO_SPIKE_MIDWAY = 'gyro_spike_midway'
+  GYRO_CONSISTENT_SPIKES = 'gyro_consistent_spikes'
   ACCEL_OFF = 'accel_off'
   ACCEL_SPIKE_MIDWAY = 'accel_spike_midway'
+  ACCEL_CONSISTENT_SPIKES = 'accel_consistent_spikes'
   SENSOR_TIMING_SPIKE_MIDWAY = 'timing_spikes'
   SENSOR_TIMING_CONSISTENT_SPIKES = 'timing_consistent_spikes'
 
@@ -63,18 +65,20 @@ def run_scenarios(scenario, logs):
   elif scenario == Scenario.GYRO_OFF:
     logs = sorted([x for x in logs if x.which() != 'gyroscope'], key=lambda x: x.logMonoTime)
 
-  elif scenario == Scenario.GYRO_SPIKE_MIDWAY:
+  elif scenario == Scenario.GYRO_SPIKE_MIDWAY or scenario == Scenario.GYRO_CONSISTENT_SPIKES:
     def gyro_spike(msg):
       msg.gyroscope.gyroUncalibrated.v[0] += 3.0
-    logs = modify_logs_midway(logs, 'gyroscope', 1, gyro_spike)
+    count = 1 if scenario == Scenario.GYRO_SPIKE_MIDWAY else CONSISTENT_SPIKES_COUNT
+    logs = modify_logs_midway(logs, 'gyroscope', count, gyro_spike)
 
   elif scenario == Scenario.ACCEL_OFF:
     logs = sorted([x for x in logs if x.which() != 'accelerometer'], key=lambda x: x.logMonoTime)
 
-  elif scenario == Scenario.ACCEL_SPIKE_MIDWAY:
+  elif scenario == Scenario.ACCEL_SPIKE_MIDWAY or scenario == Scenario.ACCEL_CONSISTENT_SPIKES:
     def acc_spike(msg):
-      msg.accelerometer.acceleration.v[0] += 10.0
-    logs = modify_logs_midway(logs, 'accelerometer', 1, acc_spike)
+      msg.accelerometer.acceleration.v[0] += 100.0
+    count = 1 if scenario == Scenario.ACCEL_SPIKE_MIDWAY else CONSISTENT_SPIKES_COUNT
+    logs = modify_logs_midway(logs, 'accelerometer', count, acc_spike)
 
   elif scenario == Scenario.SENSOR_TIMING_SPIKE_MIDWAY or scenario == Scenario.SENSOR_TIMING_CONSISTENT_SPIKES:
     def timing_spike(msg):
@@ -121,7 +125,7 @@ class TestLocationdScenarios:
     assert np.allclose(replayed_data['roll'], 0.0)
     assert np.all(replayed_data['sensors_flag'] == 0.0)
 
-  def test_gyro_spikes(self):
+  def test_gyro_spike(self):
     """
     Test: a gyroscope spike in the middle of the segment
     Expected Result:
@@ -132,8 +136,17 @@ class TestLocationdScenarios:
     orig_data, replayed_data = run_scenarios(Scenario.GYRO_SPIKE_MIDWAY, self.logs)
     assert np.allclose(orig_data['yaw_rate'], replayed_data['yaw_rate'], atol=np.radians(0.35))
     assert np.allclose(orig_data['roll'], replayed_data['roll'], atol=np.radians(0.55))
-    assert np.diff(replayed_data['inputs_flag'])[499] == -1.0
-    assert np.diff(replayed_data['inputs_flag'])[704] == 1.0
+    assert np.all(replayed_data['inputs_flag'] == orig_data['inputs_flag'])
+    assert np.all(replayed_data['sensors_flag'] == orig_data['sensors_flag'])
+
+  def test_consistent_gyro_spikes(self):
+    """
+    Test: consistent timing spikes for N gyroscope messages in the middle of the segment
+    Expected Result: inputsOK becomes False after N of bad measurements
+    """
+    orig_data, replayed_data = run_scenarios(Scenario.GYRO_CONSISTENT_SPIKES, self.logs)
+    assert np.diff(replayed_data['inputs_flag'])[501] == -1.0
+    assert np.diff(replayed_data['inputs_flag'])[708] == 1.0
 
   def test_accel_off(self):
     """
@@ -148,7 +161,7 @@ class TestLocationdScenarios:
     assert np.allclose(replayed_data['roll'], 0.0)
     assert np.all(replayed_data['sensors_flag'] == 0.0)
 
-  def test_accel_spikes(self):
+  def test_accel_spike(self):
     """
     ToDo:
     Test: an accelerometer spike in the middle of the segment
@@ -173,5 +186,5 @@ class TestLocationdScenarios:
     Expected Result: inputsOK becomes False after N of bad measurements
     """
     orig_data, replayed_data = run_scenarios(Scenario.SENSOR_TIMING_CONSISTENT_SPIKES, self.logs)
-    assert np.diff(replayed_data['inputs_flag'])[500] == -1.0
-    assert np.diff(replayed_data['inputs_flag'])[787] == 1.0
+    assert np.diff(replayed_data['inputs_flag'])[501] == -1.0
+    assert np.diff(replayed_data['inputs_flag'])[707] == 1.0

selfdrive/locationd/torqued.py

@@ -4,11 +4,11 @@ from collections import deque, defaultdict
 
 import cereal.messaging as messaging
 from cereal import car, log
+from opendbc.car.vehicle_model import ACCELERATION_DUE_TO_GRAVITY
 from openpilot.common.params import Params
 from openpilot.common.realtime import config_realtime_process, DT_MDL
 from openpilot.common.filter_simple import FirstOrderFilter
 from openpilot.common.swaglog import cloudlog
-from openpilot.selfdrive.controls.lib.vehicle_model import ACCELERATION_DUE_TO_GRAVITY
 from openpilot.selfdrive.locationd.helpers import PointBuckets, ParameterEstimator, PoseCalibrator, Pose
 
 HISTORY = 5  # secs
@@ -71,7 +71,7 @@ class TorqueEstimator(ParameterEstimator):
     self.offline_friction = 0.0
     self.offline_latAccelFactor = 0.0
     self.resets = 0.0
-    self.use_params = CP.carName in ALLOWED_CARS and CP.lateralTuning.which() == 'torque'
+    self.use_params = CP.brand in ALLOWED_CARS and CP.lateralTuning.which() == 'torque'
 
     if CP.lateralTuning.which() == 'torque':
       self.offline_friction = CP.lateralTuning.torque.friction
@@ -167,7 +167,7 @@ class TorqueEstimator(ParameterEstimator):
       self.raw_points["lat_active"].append(msg.latActive)
     elif which == "carOutput":
       self.raw_points["carOutput_t"].append(t + self.lag)
-      self.raw_points["steer_torque"].append(-msg.actuatorsOutput.steer)
+      self.raw_points["steer_torque"].append(-msg.actuatorsOutput.torque)
     elif which == "carState":
       self.raw_points["carState_t"].append(t + self.lag)
       # TODO: check if high aEgo affects resulting lateral accel

selfdrive/modeld/.gitignore

@@ -1 +0,0 @@
-*_pyx.cpp

selfdrive/modeld/SConscript

@@ -32,18 +32,22 @@ lenvCython.Program('models/commonmodel_pyx.so', 'models/commonmodel_pyx.pyx', LI
 tinygrad_files = ["#"+x for x in glob.glob(env.Dir("#tinygrad_repo").relpath + "/**", recursive=True, root_dir=env.Dir("#").abspath) if 'pycache' not in x]
 
 # Get model metadata
-fn = File("models/supercombo").abspath
-cmd = f'python3 {Dir("#selfdrive/modeld").abspath}/get_model_metadata.py {fn}.onnx'
-lenv.Command(fn + "_metadata.pkl", [fn + ".onnx"] + tinygrad_files, cmd)
+for model_name in ['driving_vision', 'driving_policy']:
+  fn = File(f"models/{model_name}").abspath
+  script_files = [File(Dir("#selfdrive/modeld").File("get_model_metadata.py").abspath)]
+  cmd = f'python3 {Dir("#selfdrive/modeld").abspath}/get_model_metadata.py {fn}.onnx'
+  lenv.Command(fn + "_metadata.pkl", [fn + ".onnx"] + tinygrad_files + script_files, cmd)
 
 # Compile tinygrad model
 pythonpath_string = 'PYTHONPATH="${PYTHONPATH}:' + env.Dir("#tinygrad_repo").abspath + '"'
 if arch == 'larch64':
   device_string = 'QCOM=1'
-else:
+elif arch == 'Darwin':
   device_string = 'CLANG=1 IMAGE=0'
+else:
+  device_string = 'LLVM=1 LLVMOPT=1 BEAM=0 IMAGE=0'
 
-for model_name in ['supercombo', 'dmonitoring_model']:
+for model_name in ['driving_vision', 'driving_policy', 'dmonitoring_model']:
   fn = File(f"models/{model_name}").abspath
   cmd = f'{pythonpath_string} {device_string} python3 {Dir("#tinygrad_repo").abspath}/examples/openpilot/compile3.py {fn}.onnx {fn}_tinygrad.pkl'
   lenv.Command(fn + "_tinygrad.pkl", [fn + ".onnx"] + tinygrad_files, cmd)

selfdrive/modeld/constants.py

@@ -14,8 +14,14 @@ class ModelConstants:
 
   # model inputs constants
   MODEL_FREQ = 20
+  HISTORY_FREQ = 5
+  HISTORY_LEN_SECONDS = 5
+  TEMPORAL_SKIP = MODEL_FREQ // HISTORY_FREQ
+  FULL_HISTORY_BUFFER_LEN = MODEL_FREQ * HISTORY_LEN_SECONDS
+  INPUT_HISTORY_BUFFER_LEN = HISTORY_FREQ * HISTORY_LEN_SECONDS
+
   FEATURE_LEN = 512
-  FULL_HISTORY_BUFFER_LEN = 99
+
   DESIRE_LEN = 8
   TRAFFIC_CONVENTION_LEN = 2
   LAT_PLANNER_STATE_LEN = 4
@@ -31,7 +37,6 @@ class ModelConstants:
   DISENGAGE_WIDTH = 5
   POSE_WIDTH = 6
   WIDE_FROM_DEVICE_WIDTH = 3
-  SIM_POSE_WIDTH = 6
   LEAD_WIDTH = 4
   LANE_LINES_WIDTH = 2
   ROAD_EDGES_WIDTH = 2
@@ -72,13 +77,14 @@ class Plan:
 class Meta:
   ENGAGED = slice(0, 1)
   # next 2, 4, 6, 8, 10 seconds
-  GAS_DISENGAGE = slice(1, 36, 7)
-  BRAKE_DISENGAGE = slice(2, 36, 7)
-  STEER_OVERRIDE = slice(3, 36, 7)
-  HARD_BRAKE_3 = slice(4, 36, 7)
-  HARD_BRAKE_4 = slice(5, 36, 7)
-  HARD_BRAKE_5 = slice(6, 36, 7)
-  GAS_PRESS = slice(7, 36, 7)
+  GAS_DISENGAGE = slice(1, 31, 6)
+  BRAKE_DISENGAGE = slice(2, 31, 6)
+  STEER_OVERRIDE = slice(3, 31, 6)
+  HARD_BRAKE_3 = slice(4, 31, 6)
+  HARD_BRAKE_4 = slice(5, 31, 6)
+  HARD_BRAKE_5 = slice(6, 31, 6)
   # next 0, 2, 4, 6, 8, 10 seconds
-  LEFT_BLINKER = slice(36, 48, 2)
-  RIGHT_BLINKER = slice(37, 48, 2)
+  GAS_PRESS = slice(31, 55, 4)
+  BRAKE_PRESS = slice(32, 55, 4)
+  LEFT_BLINKER = slice(33, 55, 4)
+  RIGHT_BLINKER = slice(34, 55, 4)

selfdrive/modeld/dmonitoringmodeld

@@ -1,4 +0,0 @@
-#!/usr/bin/env bash
-
-DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" >/dev/null && pwd)"
-exec "$DIR/dmonitoringmodeld.py" "$@"

selfdrive/modeld/dmonitoringmodeld.py

@@ -1,14 +1,13 @@
 #!/usr/bin/env python3
 import os
 from openpilot.system.hardware import TICI
+from tinygrad.tensor import Tensor
+from tinygrad.dtype import dtypes
 if TICI:
-  from tinygrad.tensor import Tensor
-  from tinygrad.dtype import dtypes
   from openpilot.selfdrive.modeld.runners.tinygrad_helpers import qcom_tensor_from_opencl_address
   os.environ['QCOM'] = '1'
 else:
-  from openpilot.selfdrive.modeld.runners.ort_helpers import make_onnx_cpu_runner
-import gc
+  os.environ['LLVM'] = '1'
 import math
 import time
 import pickle
@@ -21,11 +20,12 @@ from cereal import messaging
 from cereal.messaging import PubMaster, SubMaster
 from msgq.visionipc import VisionIpcClient, VisionStreamType, VisionBuf
 from openpilot.common.swaglog import cloudlog
-from openpilot.common.realtime import set_realtime_priority
+from openpilot.common.realtime import config_realtime_process
 from openpilot.common.transformations.model import dmonitoringmodel_intrinsics, DM_INPUT_SIZE
 from openpilot.common.transformations.camera import _ar_ox_fisheye, _os_fisheye
 from openpilot.selfdrive.modeld.models.commonmodel_pyx import CLContext, MonitoringModelFrame
 from openpilot.selfdrive.modeld.parse_model_outputs import sigmoid
+from openpilot.system import sentry
 
 MODEL_WIDTH, MODEL_HEIGHT = DM_INPUT_SIZE
 CALIB_LEN = 3
@@ -34,9 +34,9 @@ OUTPUT_SIZE = 84 + FEATURE_LEN
 
 PROCESS_NAME = "selfdrive.modeld.dmonitoringmodeld"
 SEND_RAW_PRED = os.getenv('SEND_RAW_PRED')
-MODEL_PATH = Path(__file__).parent / 'models/dmonitoring_model.onnx'
 MODEL_PKL_PATH = Path(__file__).parent / 'models/dmonitoring_model_tinygrad.pkl'
 
+
 class DriverStateResult(ctypes.Structure):
   _fields_ = [
     ("face_orientation", ctypes.c_float*3),
@@ -55,6 +55,7 @@ class DriverStateResult(ctypes.Structure):
     ("ready_prob", ctypes.c_float*4),
     ("not_ready_prob", ctypes.c_float*2)]
 
+
 class DMonitoringModelResult(ctypes.Structure):
   _fields_ = [
     ("driver_state_lhd", DriverStateResult),
@@ -63,6 +64,7 @@ class DMonitoringModelResult(ctypes.Structure):
     ("wheel_on_right_prob", ctypes.c_float),
     ("features", ctypes.c_float*FEATURE_LEN)]
 
+
 class ModelState:
   inputs: dict[str, np.ndarray]
   output: np.ndarray
@@ -75,14 +77,11 @@ class ModelState:
       'calib': np.zeros((1, CALIB_LEN), dtype=np.float32),
     }
 
-    if TICI:
-      self.tensor_inputs = {k: Tensor(v, device='NPY').realize() for k,v in self.numpy_inputs.items()}
-      with open(MODEL_PKL_PATH, "rb") as f:
-        self.model_run = pickle.load(f)
-    else:
-      self.onnx_cpu_runner = make_onnx_cpu_runner(MODEL_PATH)
+    self.tensor_inputs = {k: Tensor(v, device='NPY').realize() for k,v in self.numpy_inputs.items()}
+    with open(MODEL_PKL_PATH, "rb") as f:
+      self.model_run = pickle.load(f)
 
-  def run(self, buf:VisionBuf, calib:np.ndarray, transform:np.ndarray) -> tuple[np.ndarray, float]:
+  def run(self, buf: VisionBuf, calib: np.ndarray, transform: np.ndarray) -> tuple[np.ndarray, float]:
     self.numpy_inputs['calib'][0,:] = calib
 
     t1 = time.perf_counter()
@@ -93,12 +92,10 @@ class ModelState:
       if 'input_img' not in self.tensor_inputs:
         self.tensor_inputs['input_img'] = qcom_tensor_from_opencl_address(input_img_cl.mem_address, (1, MODEL_WIDTH*MODEL_HEIGHT), dtype=dtypes.uint8)
     else:
-      self.numpy_inputs['input_img'] = self.frame.buffer_from_cl(input_img_cl).reshape((1, MODEL_WIDTH*MODEL_HEIGHT))
+      self.tensor_inputs['input_img'] = Tensor(self.frame.buffer_from_cl(input_img_cl).reshape((1, MODEL_WIDTH*MODEL_HEIGHT)), dtype=dtypes.uint8).realize()
 
-    if TICI:
-      output = self.model_run(**self.tensor_inputs).numpy().flatten()
-    else:
-      output = self.onnx_cpu_runner.run(None, self.numpy_inputs)[0].flatten()
+
+    output = self.model_run(**self.tensor_inputs).numpy().flatten()
 
     t2 = time.perf_counter()
     return output, t2 - t1
@@ -119,6 +116,7 @@ def fill_driver_state(msg, ds_result: DriverStateResult):
   msg.readyProb = [float(sigmoid(x)) for x in ds_result.ready_prob]
   msg.notReadyProb = [float(sigmoid(x)) for x in ds_result.not_ready_prob]
 
+
 def get_driverstate_packet(model_output: np.ndarray, frame_id: int, location_ts: int, execution_time: float, gpu_execution_time: float):
   model_result = ctypes.cast(model_output.ctypes.data, ctypes.POINTER(DMonitoringModelResult)).contents
   msg = messaging.new_message('driverStateV2', valid=True)
@@ -135,9 +133,11 @@ def get_driverstate_packet(model_output: np.ndarray, frame_id: int, location_ts:
 
 
 def main():
-  gc.disable()
   setproctitle(PROCESS_NAME)
-  set_realtime_priority(1)
+  config_realtime_process([0, 1, 2, 3], 5)
+
+  sentry.set_tag("daemon", PROCESS_NAME)
+  cloudlog.bind(daemon=PROCESS_NAME)
 
   cl_context = CLContext()
   model = ModelState(cl_context)
@@ -177,4 +177,10 @@ def main():
 
 
 if __name__ == "__main__":
-  main()
+  try:
+    main()
+  except KeyboardInterrupt:
+    cloudlog.warning(f"child {PROCESS_NAME} got SIGINT")
+  except Exception:
+    sentry.capture_exception()
+    raise

selfdrive/modeld/fill_model_msg.py

@@ -71,9 +71,7 @@ def fill_model_msg(base_msg: capnp._DynamicStructBuilder, extended_msg: capnp._D
   driving_model_data.frameIdExtra = vipc_frame_id_extra
   driving_model_data.frameDropPerc = frame_drop_perc
   driving_model_data.modelExecutionTime = model_execution_time
-
-  action = driving_model_data.action
-  action.desiredCurvature = float(net_output_data['desired_curvature'][0,0])
+  driving_model_data.action.desiredCurvature = float(net_output_data['desired_curvature'][0,0])
 
   modelV2 = extended_msg.modelV2
   modelV2.frameId = vipc_frame_id
@@ -84,31 +82,24 @@ def fill_model_msg(base_msg: capnp._DynamicStructBuilder, extended_msg: capnp._D
   modelV2.modelExecutionTime = model_execution_time
 
   # plan
-  position = modelV2.position
-  fill_xyzt(position, ModelConstants.T_IDXS, *net_output_data['plan'][0,:,Plan.POSITION].T, *net_output_data['plan_stds'][0,:,Plan.POSITION].T)
-  velocity = modelV2.velocity
-  fill_xyzt(velocity, ModelConstants.T_IDXS, *net_output_data['plan'][0,:,Plan.VELOCITY].T)
-  acceleration = modelV2.acceleration
-  fill_xyzt(acceleration, ModelConstants.T_IDXS, *net_output_data['plan'][0,:,Plan.ACCELERATION].T)
-  orientation = modelV2.orientation
-  fill_xyzt(orientation, ModelConstants.T_IDXS, *net_output_data['plan'][0,:,Plan.T_FROM_CURRENT_EULER].T)
-  orientation_rate = modelV2.orientationRate
-  fill_xyzt(orientation_rate, ModelConstants.T_IDXS, *net_output_data['plan'][0,:,Plan.ORIENTATION_RATE].T)
+  fill_xyzt(modelV2.position, ModelConstants.T_IDXS, *net_output_data['plan'][0,:,Plan.POSITION].T, *net_output_data['plan_stds'][0,:,Plan.POSITION].T)
+  fill_xyzt(modelV2.velocity, ModelConstants.T_IDXS, *net_output_data['plan'][0,:,Plan.VELOCITY].T)
+  fill_xyzt(modelV2.acceleration, ModelConstants.T_IDXS, *net_output_data['plan'][0,:,Plan.ACCELERATION].T)
+  fill_xyzt(modelV2.orientation, ModelConstants.T_IDXS, *net_output_data['plan'][0,:,Plan.T_FROM_CURRENT_EULER].T)
+  fill_xyzt(modelV2.orientationRate, ModelConstants.T_IDXS, *net_output_data['plan'][0,:,Plan.ORIENTATION_RATE].T)
 
   # temporal pose
   temporal_pose = modelV2.temporalPose
-  temporal_pose.trans = net_output_data['plan'][0,0,Plan.VELOCITY].tolist()
-  temporal_pose.transStd = net_output_data['plan_stds'][0,0,Plan.VELOCITY].tolist()
-  temporal_pose.rot = net_output_data['plan'][0,0,Plan.ORIENTATION_RATE].tolist()
-  temporal_pose.rotStd = net_output_data['plan_stds'][0,0,Plan.ORIENTATION_RATE].tolist()
+  temporal_pose.trans = net_output_data['sim_pose'][0,:ModelConstants.POSE_WIDTH//2].tolist()
+  temporal_pose.transStd = net_output_data['sim_pose_stds'][0,:ModelConstants.POSE_WIDTH//2].tolist()
+  temporal_pose.rot = net_output_data['sim_pose'][0,ModelConstants.POSE_WIDTH//2:].tolist()
+  temporal_pose.rotStd = net_output_data['sim_pose_stds'][0,ModelConstants.POSE_WIDTH//2:].tolist()
 
   # poly path
-  poly_path = driving_model_data.path
-  fill_xyz_poly(poly_path, ModelConstants.POLY_PATH_DEGREE, *net_output_data['plan'][0,:,Plan.POSITION].T)
+  fill_xyz_poly(driving_model_data.path, ModelConstants.POLY_PATH_DEGREE, *net_output_data['plan'][0,:,Plan.POSITION].T)
 
   # lateral planning
-  action = modelV2.action
-  action.desiredCurvature = float(net_output_data['desired_curvature'][0,0])
+  modelV2.action.desiredCurvature = float(net_output_data['desired_curvature'][0,0])
 
   # times at X_IDXS according to model plan
   PLAN_T_IDXS = [np.nan] * ModelConstants.IDX_N
@@ -137,8 +128,7 @@ def fill_model_msg(base_msg: capnp._DynamicStructBuilder, extended_msg: capnp._D
   modelV2.laneLineStds = net_output_data['lane_lines_stds'][0,:,0,0].tolist()
   modelV2.laneLineProbs = net_output_data['lane_lines_prob'][0,1::2].tolist()
 
-  lane_line_meta = driving_model_data.laneLineMeta
-  fill_lane_line_meta(lane_line_meta, modelV2.laneLines, modelV2.laneLineProbs)
+  fill_lane_line_meta(driving_model_data.laneLineMeta, modelV2.laneLines, modelV2.laneLineProbs)
 
   # road edges
   modelV2.init('roadEdges', 2)
@@ -169,8 +159,8 @@ def fill_model_msg(base_msg: capnp._DynamicStructBuilder, extended_msg: capnp._D
   disengage_predictions.brake3MetersPerSecondSquaredProbs = net_output_data['meta'][0,Meta.HARD_BRAKE_3].tolist()
   disengage_predictions.brake4MetersPerSecondSquaredProbs = net_output_data['meta'][0,Meta.HARD_BRAKE_4].tolist()
   disengage_predictions.brake5MetersPerSecondSquaredProbs = net_output_data['meta'][0,Meta.HARD_BRAKE_5].tolist()
-  #disengage_predictions.gasPressProbs = net_output_data['meta'][0,Meta.GAS_PRESS].tolist()
-  #disengage_predictions.brakePressProbs = net_output_data['meta'][0,Meta.BRAKE_PRESS].tolist()
+  disengage_predictions.gasPressProbs = net_output_data['meta'][0,Meta.GAS_PRESS].tolist()
+  disengage_predictions.brakePressProbs = net_output_data['meta'][0,Meta.BRAKE_PRESS].tolist()
 
   publish_state.prev_brake_5ms2_probs[:-1] = publish_state.prev_brake_5ms2_probs[1:]
   publish_state.prev_brake_5ms2_probs[-1] = net_output_data['meta'][0,Meta.HARD_BRAKE_5][0]

selfdrive/modeld/get_model_metadata.py

@@ -4,22 +4,31 @@ import pathlib
 import onnx
 import codecs
 import pickle
+from typing import Any
 
 def get_name_and_shape(value_info:onnx.ValueInfoProto) -> tuple[str, tuple[int,...]]:
   shape = tuple([int(dim.dim_value) for dim in value_info.type.tensor_type.shape.dim])
   name = value_info.name
   return name, shape
 
+def get_metadata_value_by_name(model:onnx.ModelProto, name:str) -> str | Any:
+  for prop in model.metadata_props:
+    if prop.key == name:
+      return prop.value
+  return None
+
 if __name__ == "__main__":
   model_path = pathlib.Path(sys.argv[1])
   model = onnx.load(str(model_path))
-  i = [x.key for x in model.metadata_props].index('output_slices')
-  output_slices = model.metadata_props[i].value
+  output_slices = get_metadata_value_by_name(model, 'output_slices')
+  assert output_slices is not None, 'output_slices not found in metadata'
 
-  metadata = {}
-  metadata['output_slices'] = pickle.loads(codecs.decode(output_slices.encode(), "base64"))
-  metadata['input_shapes'] = dict([get_name_and_shape(x) for x in model.graph.input])
-  metadata['output_shapes'] = dict([get_name_and_shape(x) for x in model.graph.output])
+  metadata = {
+    'model_checkpoint': get_metadata_value_by_name(model, 'model_checkpoint'),
+    'output_slices': pickle.loads(codecs.decode(output_slices.encode(), "base64")),
+    'input_shapes': dict([get_name_and_shape(x) for x in model.graph.input]),
+    'output_shapes': dict([get_name_and_shape(x) for x in model.graph.output])
+  }
 
   metadata_path = model_path.parent / (model_path.stem + '_metadata.pkl')
   with open(metadata_path, 'wb') as f:

selfdrive/modeld/modeld

@@ -1,4 +0,0 @@
-#!/usr/bin/env bash
-
-DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" >/dev/null && pwd)"
-exec "$DIR/modeld.py" "$@"

selfdrive/modeld/modeld.py

@@ -1,15 +1,13 @@
 #!/usr/bin/env python3
 import os
 from openpilot.system.hardware import TICI
-
-#
+from tinygrad.tensor import Tensor
+from tinygrad.dtype import dtypes
 if TICI:
-  from tinygrad.tensor import Tensor
-  from tinygrad.dtype import dtypes
   from openpilot.selfdrive.modeld.runners.tinygrad_helpers import qcom_tensor_from_opencl_address
   os.environ['QCOM'] = '1'
 else:
-  from openpilot.selfdrive.modeld.runners.ort_helpers import make_onnx_cpu_runner
+  os.environ['LLVM'] = '1'
 import time
 import pickle
 import numpy as np
@@ -37,9 +35,10 @@ from openpilot.selfdrive.modeld.models.commonmodel_pyx import DrivingModelFrame,
 PROCESS_NAME = "selfdrive.modeld.modeld"
 SEND_RAW_PRED = os.getenv('SEND_RAW_PRED')
 
-MODEL_PATH = Path(__file__).parent / 'models/supercombo.onnx'
-MODEL_PKL_PATH = Path(__file__).parent / 'models/supercombo_tinygrad.pkl'
-METADATA_PATH = Path(__file__).parent / 'models/supercombo_metadata.pkl'
+VISION_PKL_PATH = Path(__file__).parent / 'models/driving_vision_tinygrad.pkl'
+POLICY_PKL_PATH = Path(__file__).parent / 'models/driving_policy_tinygrad.pkl'
+VISION_METADATA_PATH = Path(__file__).parent / 'models/driving_vision_metadata.pkl'
+POLICY_METADATA_PATH = Path(__file__).parent / 'models/driving_policy_metadata.pkl'
 
 class FrameMeta:
   frame_id: int = 0
@@ -57,38 +56,53 @@ class ModelState:
   prev_desire: np.ndarray  # for tracking the rising edge of the pulse
 
   def __init__(self, context: CLContext):
-    self.frames = {'input_imgs': DrivingModelFrame(context), 'big_input_imgs': DrivingModelFrame(context)}
+    self.frames = {
+      'input_imgs': DrivingModelFrame(context, ModelConstants.TEMPORAL_SKIP),
+      'big_input_imgs': DrivingModelFrame(context, ModelConstants.TEMPORAL_SKIP)
+    }
     self.prev_desire = np.zeros(ModelConstants.DESIRE_LEN, dtype=np.float32)
 
-    # img buffers are managed in openCL transform code
+    self.full_features_buffer = np.zeros((1, ModelConstants.FULL_HISTORY_BUFFER_LEN,  ModelConstants.FEATURE_LEN), dtype=np.float32)
+    self.full_desire = np.zeros((1, ModelConstants.FULL_HISTORY_BUFFER_LEN, ModelConstants.DESIRE_LEN), dtype=np.float32)
+    self.full_prev_desired_curv = np.zeros((1, ModelConstants.FULL_HISTORY_BUFFER_LEN, ModelConstants.PREV_DESIRED_CURV_LEN), dtype=np.float32)
+    self.temporal_idxs = slice(-1-(ModelConstants.TEMPORAL_SKIP*(ModelConstants.INPUT_HISTORY_BUFFER_LEN-1)), None, ModelConstants.TEMPORAL_SKIP)
+
+    # policy inputs
     self.numpy_inputs = {
-      'desire': np.zeros((1, (ModelConstants.FULL_HISTORY_BUFFER_LEN+1), ModelConstants.DESIRE_LEN), dtype=np.float32),
+      'desire': np.zeros((1, ModelConstants.INPUT_HISTORY_BUFFER_LEN, ModelConstants.DESIRE_LEN), dtype=np.float32),
       'traffic_convention': np.zeros((1, ModelConstants.TRAFFIC_CONVENTION_LEN), dtype=np.float32),
       'lateral_control_params': np.zeros((1, ModelConstants.LATERAL_CONTROL_PARAMS_LEN), dtype=np.float32),
-      'prev_desired_curv': np.zeros((1, (ModelConstants.FULL_HISTORY_BUFFER_LEN+1), ModelConstants.PREV_DESIRED_CURV_LEN), dtype=np.float32),
-      'features_buffer': np.zeros((1, ModelConstants.FULL_HISTORY_BUFFER_LEN,  ModelConstants.FEATURE_LEN), dtype=np.float32),
+      'prev_desired_curv': np.zeros((1, ModelConstants.INPUT_HISTORY_BUFFER_LEN, ModelConstants.PREV_DESIRED_CURV_LEN), dtype=np.float32),
+      'features_buffer': np.zeros((1, ModelConstants.INPUT_HISTORY_BUFFER_LEN,  ModelConstants.FEATURE_LEN), dtype=np.float32),
     }
 
-    with open(METADATA_PATH, 'rb') as f:
-      model_metadata = pickle.load(f)
-    self.input_shapes =  model_metadata['input_shapes']
+    with open(VISION_METADATA_PATH, 'rb') as f:
+      vision_metadata = pickle.load(f)
+      self.vision_input_shapes =  vision_metadata['input_shapes']
+      self.vision_output_slices = vision_metadata['output_slices']
+      vision_output_size = vision_metadata['output_shapes']['outputs'][1]
 
-    self.output_slices = model_metadata['output_slices']
-    net_output_size = model_metadata['output_shapes']['outputs'][1]
-    self.output = np.zeros(net_output_size, dtype=np.float32)
+    with open(POLICY_METADATA_PATH, 'rb') as f:
+      policy_metadata = pickle.load(f)
+      self.policy_input_shapes =  policy_metadata['input_shapes']
+      self.policy_output_slices = policy_metadata['output_slices']
+      policy_output_size = policy_metadata['output_shapes']['outputs'][1]
+
+    # img buffers are managed in openCL transform code
+    self.vision_inputs: dict[str, Tensor] = {}
+    self.vision_output = np.zeros(vision_output_size, dtype=np.float32)
+    self.policy_inputs = {k: Tensor(v, device='NPY').realize() for k,v in self.numpy_inputs.items()}
+    self.policy_output = np.zeros(policy_output_size, dtype=np.float32)
     self.parser = Parser()
 
-    if TICI:
-      self.tensor_inputs = {k: Tensor(v, device='NPY').realize() for k,v in self.numpy_inputs.items()}
-      with open(MODEL_PKL_PATH, "rb") as f:
-        self.model_run = pickle.load(f)
-    else:
-      self.onnx_cpu_runner = make_onnx_cpu_runner(MODEL_PATH)
+    with open(VISION_PKL_PATH, "rb") as f:
+      self.vision_run = pickle.load(f)
 
-  def slice_outputs(self, model_outputs: np.ndarray) -> dict[str, np.ndarray]:
-    parsed_model_outputs = {k: model_outputs[np.newaxis, v] for k,v in self.output_slices.items()}
-    if SEND_RAW_PRED:
-      parsed_model_outputs['raw_pred'] = model_outputs.copy()
+    with open(POLICY_PKL_PATH, "rb") as f:
+      self.policy_run = pickle.load(f)
+
+  def slice_outputs(self, model_outputs: np.ndarray, output_slices: dict[str, slice]) -> dict[str, np.ndarray]:
+    parsed_model_outputs = {k: model_outputs[np.newaxis, v] for k,v in output_slices.items()}
     return parsed_model_outputs
 
   def run(self, buf: VisionBuf, wbuf: VisionBuf, transform: np.ndarray, transform_wide: np.ndarray,
@@ -98,8 +112,9 @@ class ModelState:
     new_desire = np.where(inputs['desire'] - self.prev_desire > .99, inputs['desire'], 0)
     self.prev_desire[:] = inputs['desire']
 
-    self.numpy_inputs['desire'][0,:-1] = self.numpy_inputs['desire'][0,1:]
-    self.numpy_inputs['desire'][0,-1] = new_desire
+    self.full_desire[0,:-1] = self.full_desire[0,1:]
+    self.full_desire[0,-1] = new_desire
+    self.numpy_inputs['desire'][:] = self.full_desire.reshape((1,ModelConstants.INPUT_HISTORY_BUFFER_LEN,ModelConstants.TEMPORAL_SKIP,-1)).max(axis=2)
 
     self.numpy_inputs['traffic_convention'][:] = inputs['traffic_convention']
     self.numpy_inputs['lateral_control_params'][:] = inputs['lateral_control_params']
@@ -109,30 +124,36 @@ class ModelState:
     if TICI:
       # The imgs tensors are backed by opencl memory, only need init once
       for key in imgs_cl:
-        if key not in self.tensor_inputs:
-          self.tensor_inputs[key] = qcom_tensor_from_opencl_address(imgs_cl[key].mem_address, self.input_shapes[key], dtype=dtypes.uint8)
+        if key not in self.vision_inputs:
+          self.vision_inputs[key] = qcom_tensor_from_opencl_address(imgs_cl[key].mem_address, self.vision_input_shapes[key], dtype=dtypes.uint8)
     else:
       for key in imgs_cl:
-        self.numpy_inputs[key] = self.frames[key].buffer_from_cl(imgs_cl[key]).reshape(self.input_shapes[key]).astype(dtype=np.float32)
+        frame_input = self.frames[key].buffer_from_cl(imgs_cl[key]).reshape(self.vision_input_shapes[key])
+        self.vision_inputs[key] = Tensor(frame_input, dtype=dtypes.uint8).realize()
 
     if prepare_only:
       return None
 
-    if TICI:
-      self.output = self.model_run(**self.tensor_inputs).numpy().flatten()
-    else:
-      self.output = self.onnx_cpu_runner.run(None, self.numpy_inputs)[0].flatten()
+    self.vision_output = self.vision_run(**self.vision_inputs).numpy().flatten()
+    vision_outputs_dict = self.parser.parse_vision_outputs(self.slice_outputs(self.vision_output, self.vision_output_slices))
 
-    outputs = self.parser.parse_outputs(self.slice_outputs(self.output))
-
-    self.numpy_inputs['features_buffer'][0,:-1] = self.numpy_inputs['features_buffer'][0,1:]
-    self.numpy_inputs['features_buffer'][0,-1] = outputs['hidden_state'][0, :]
+    self.full_features_buffer[0,:-1] = self.full_features_buffer[0,1:]
+    self.full_features_buffer[0,-1] = vision_outputs_dict['hidden_state'][0, :]
+    self.numpy_inputs['features_buffer'][:] = self.full_features_buffer[0, self.temporal_idxs]
 
+    self.policy_output = self.policy_run(**self.policy_inputs).numpy().flatten()
+    policy_outputs_dict = self.parser.parse_policy_outputs(self.slice_outputs(self.policy_output, self.policy_output_slices))
 
     # TODO model only uses last value now
-    self.numpy_inputs['prev_desired_curv'][0,:-1] = self.numpy_inputs['prev_desired_curv'][0,1:]
-    self.numpy_inputs['prev_desired_curv'][0,-1,:] = outputs['desired_curvature'][0, :]
-    return outputs
+    self.full_prev_desired_curv[0,:-1] = self.full_prev_desired_curv[0,1:]
+    self.full_prev_desired_curv[0,-1,:] = policy_outputs_dict['desired_curvature'][0, :]
+    self.numpy_inputs['prev_desired_curv'][:] = self.full_prev_desired_curv[0, self.temporal_idxs]
+
+    combined_outputs_dict = {**vision_outputs_dict, **policy_outputs_dict}
+    if SEND_RAW_PRED:
+      combined_outputs_dict['raw_pred'] = np.concatenate([self.vision_output.copy(), self.policy_output.copy()])
+
+    return combined_outputs_dict
 
 
 def main(demo=False):
@@ -197,7 +218,7 @@ def main(demo=False):
     CP = get_demo_car_params()
   else:
     CP = messaging.log_from_bytes(params.get("CarParams", block=True), car.CarParams)
-  cloudlog.info("modeld got CarParams: %s", CP.carName)
+  cloudlog.info("modeld got CarParams: %s", CP.brand)
 
   # TODO this needs more thought, use .2s extra for now to estimate other delays
   steer_delay = CP.steerActuatorDelay + .2

selfdrive/modeld/models/README.md

@@ -1,8 +1,8 @@
 ## Neural networks in openpilot
 To view the architecture of the ONNX networks, you can use [netron](https://netron.app/)
 
-## Supercombo
-### Supercombo input format (Full size: 799906 x float32)
+## Driving Model (vision model + temporal policy model)
+### Vision inputs (Full size: 799906 x float32)
 * **image stream**
   * Two consecutive images (256 * 512 * 3 in RGB) recorded at 20 Hz : 393216 = 2 * 6 * 128 * 256
     * Each 256 * 512 image is represented in YUV420 with 6 channels : 6 * 128 * 256
@@ -15,16 +15,21 @@ To view the architecture of the ONNX networks, you can use [netron](https://netr
       * Channels 0,1,2,3 represent the full-res Y channel and are represented in numpy as Y[::2, ::2], Y[::2, 1::2], Y[1::2, ::2], and Y[1::2, 1::2]
       * Channel 4 represents the half-res U channel
       * Channel 5 represents the half-res V channel
+### Policy inputs
 * **desire**
   * one-hot encoded buffer to command model to execute certain actions, bit needs to be sent for the past 5 seconds (at 20FPS) : 100 * 8
 * **traffic convention**
   * one-hot encoded vector to tell model whether traffic is right-hand or left-hand traffic : 2
+* **lateral control params**
+  * speed and steering delay for predicting the desired curvature: 2
+* **previous desired curvatures**
+  * vector of previously predicted desired curvatures: 100 * 1
 * **feature buffer**
-  * A buffer of intermediate features that gets appended to the current feature to form a 5 seconds temporal context (at 20FPS) : 99 * 512
+  * a buffer of intermediate features including the current feature to form a 5 seconds temporal context (at 20FPS) : 100 * 512
 
 
-### Supercombo output format (Full size: XXX x float32)
-Read [here](https://github.com/commaai/openpilot/blob/90af436a121164a51da9fa48d093c29f738adf6a/selfdrive/modeld/models/driving.h#L236) for more.
+### Driving Model output format (Full size: XXX x float32)
+Refer to **slice_outputs** and **parse_vision_outputs/parse_policy_outputs** in modeld.
 
 
 ## Driver Monitoring Model

selfdrive/modeld/models/commonmodel.cc

@@ -5,11 +5,12 @@
 
 #include "common/clutil.h"
 
-DrivingModelFrame::DrivingModelFrame(cl_device_id device_id, cl_context context) : ModelFrame(device_id, context) {
+DrivingModelFrame::DrivingModelFrame(cl_device_id device_id, cl_context context, int _temporal_skip) : ModelFrame(device_id, context) {
   input_frames = std::make_unique<uint8_t[]>(buf_size);
+  temporal_skip = _temporal_skip;
   input_frames_cl = CL_CHECK_ERR(clCreateBuffer(context, CL_MEM_READ_WRITE, buf_size, NULL, &err));
-  img_buffer_20hz_cl = CL_CHECK_ERR(clCreateBuffer(context, CL_MEM_READ_WRITE, 2*frame_size_bytes, NULL, &err));
-  region.origin = 1 * frame_size_bytes;
+  img_buffer_20hz_cl = CL_CHECK_ERR(clCreateBuffer(context, CL_MEM_READ_WRITE, (temporal_skip+1)*frame_size_bytes, NULL, &err));
+  region.origin = temporal_skip * frame_size_bytes;
   region.size = frame_size_bytes;
   last_img_cl = CL_CHECK_ERR(clCreateSubBuffer(img_buffer_20hz_cl, CL_MEM_READ_WRITE, CL_BUFFER_CREATE_TYPE_REGION, &region, &err));
 
@@ -20,7 +21,7 @@ DrivingModelFrame::DrivingModelFrame(cl_device_id device_id, cl_context context)
 cl_mem* DrivingModelFrame::prepare(cl_mem yuv_cl, int frame_width, int frame_height, int frame_stride, int frame_uv_offset, const mat3& projection) {
   run_transform(yuv_cl, MODEL_WIDTH, MODEL_HEIGHT, frame_width, frame_height, frame_stride, frame_uv_offset, projection);
 
-  for (int i = 0; i < 1; i++) {
+  for (int i = 0; i < temporal_skip; i++) {
     CL_CHECK(clEnqueueCopyBuffer(q, img_buffer_20hz_cl, img_buffer_20hz_cl, (i+1)*frame_size_bytes, i*frame_size_bytes, frame_size_bytes, 0, nullptr, nullptr));
   }
   loadyuv_queue(&loadyuv, q, y_cl, u_cl, v_cl, last_img_cl);
@@ -36,6 +37,7 @@ cl_mem* DrivingModelFrame::prepare(cl_mem yuv_cl, int frame_width, int frame_hei
 DrivingModelFrame::~DrivingModelFrame() {
   deinit_transform();
   loadyuv_destroy(&loadyuv);
+  CL_CHECK(clReleaseMemObject(input_frames_cl));
   CL_CHECK(clReleaseMemObject(img_buffer_20hz_cl));
   CL_CHECK(clReleaseMemObject(last_img_cl));
   CL_CHECK(clReleaseCommandQueue(q));
@@ -57,5 +59,6 @@ cl_mem* MonitoringModelFrame::prepare(cl_mem yuv_cl, int frame_width, int frame_
 
 MonitoringModelFrame::~MonitoringModelFrame() {
   deinit_transform();
+  CL_CHECK(clReleaseMemObject(input_frame_cl));
   CL_CHECK(clReleaseCommandQueue(q));
 }

selfdrive/modeld/models/commonmodel.h

@@ -64,20 +64,21 @@ protected:
 
 class DrivingModelFrame : public ModelFrame {
 public:
-  DrivingModelFrame(cl_device_id device_id, cl_context context);
+  DrivingModelFrame(cl_device_id device_id, cl_context context, int _temporal_skip);
   ~DrivingModelFrame();
   cl_mem* prepare(cl_mem yuv_cl, int frame_width, int frame_height, int frame_stride, int frame_uv_offset, const mat3& projection);
 
   const int MODEL_WIDTH = 512;
   const int MODEL_HEIGHT = 256;
   const int MODEL_FRAME_SIZE = MODEL_WIDTH * MODEL_HEIGHT * 3 / 2;
-  const int buf_size = MODEL_FRAME_SIZE * 2;
+  const int buf_size = MODEL_FRAME_SIZE * 2; // 2 frames are temporal_skip frames apart
   const size_t frame_size_bytes = MODEL_FRAME_SIZE * sizeof(uint8_t);
 
 private:
   LoadYUVState loadyuv;
   cl_mem img_buffer_20hz_cl, last_img_cl, input_frames_cl;
   cl_buffer_region region;
+  int temporal_skip;
 };
 
 class MonitoringModelFrame : public ModelFrame {

selfdrive/modeld/models/commonmodel.pxd

@@ -20,7 +20,7 @@ cdef extern from "selfdrive/modeld/models/commonmodel.h":
 
   cppclass DrivingModelFrame:
     int buf_size
-    DrivingModelFrame(cl_device_id, cl_context)
+    DrivingModelFrame(cl_device_id, cl_context, int)
 
   cppclass MonitoringModelFrame:
     int buf_size

selfdrive/modeld/models/commonmodel_pyx.pyx

@@ -59,8 +59,8 @@ cdef class ModelFrame:
 cdef class DrivingModelFrame(ModelFrame):
   cdef cppDrivingModelFrame * _frame
 
-  def __cinit__(self, CLContext context):
-    self._frame = new cppDrivingModelFrame(context.device_id, context.context)
+  def __cinit__(self, CLContext context, int temporal_skip):
+    self._frame = new cppDrivingModelFrame(context.device_id, context.context, temporal_skip)
     self.frame = <cppModelFrame*>(self._frame)
     self.buf_size = self._frame.buf_size