From e53ec2605f66d1ddca0449bb112fa5dade0a08f7 Mon Sep 17 00:00:00 2001
From: Dom <168790843+firestar5683@users.noreply.github.com>
Date: Tue, 27 Oct 2026 22:48:33 -0500
Subject: [PATCH] Refresh measured custom pytest workload estimates

Preserve every node, grouping rule, shard count and timeout. Calibrate material module estimates from complete hosted outcomes with conservative scheduling margin.
---
 prebuilt.json                         |    2 +-
 tools/ci/custom_pytest_workloads.json | 1618 +++++++++++++------------
 2 files changed, 870 insertions(+), 750 deletions(-)

diff --git a/prebuilt.json b/prebuilt.json
index 4c8c55c254..4a0a41f6e7 100644
--- a/prebuilt.json
+++ b/prebuilt.json
@@ -1 +1 @@
-{"protected_inventory_sha256": "dfb163a77ca146693842c229ff02d0d12577d2ec3db0ce459fd9f62118fd07a3", "schema_version": 1}
+{"protected_inventory_sha256": "228fd4bee1b3d8781b7271d86a67df38fbcaf944789d60441d57ee230cb0764b", "schema_version": 1}
diff --git a/tools/ci/custom_pytest_workloads.json b/tools/ci/custom_pytest_workloads.json
index 03cefcada8..d663a6ffc1 100644
--- a/tools/ci/custom_pytest_workloads.json
+++ b/tools/ci/custom_pytest_workloads.json
@@ -139,8 +139,16 @@
       "seconds_per_case": 4.0
     },
     "openpilot/starpilot/car/toyota/tests/test_camera_2aa_callers.py": {
-      "seconds_per_case": 5.0,
-      "basis": "Hosted tests40108387164 custom14 completed40 real callers in138.037160s including setup/teardown. Five seconds is a conservative scheduling estimate, not full-module timing or a changed test deadline."
+      "basis": "Hosted tests40108387164 custom14 completed40 real callers in138.037160s including setup/teardown. Five seconds is a conservative scheduling estimate, not full-module timing or a changed test deadline.",
+      "seconds_per_case": 5.0
+    },
+    "openpilot/starpilot/car/toyota/tests/test_camera_pedal_extension_callers.py": {
+      "basis": "d570 hosted custom23: fresh per-case Params/native configuration/controller/cleanup source-reviewed. Completed actual call phases: camera96cases392.49s; EPS8partial137cases283.95s. Five seconds per case is a scheduling estimate, not whole-module timing. Full individual timelines remain intact.",
+      "seconds_per_case": 5.0
+    },
+    "openpilot/starpilot/car/toyota/tests/test_eps8_sdsu_callers.py": {
+      "basis": "d570 hosted custom23: fresh per-case Params/native configuration/controller/cleanup source-reviewed. Completed actual call phases: camera96cases392.49s; EPS8partial137cases283.95s. Five seconds per case is a scheduling estimate, not whole-module timing. Full individual timelines remain intact.",
+      "seconds_per_case": 5.0
     },
     "openpilot/starpilot/car/toyota/tests/test_legacy_advert_callers.py": {
       "basis": "Estimate from incomplete72cases213s; independent parameter cases reviewed",
@@ -157,14 +165,6 @@
     "openpilot/starpilot/car/toyota/tests/test_prius_sdsu_callers.py": {
       "basis": "90 actual DEBUG/RELEASE caller cases passed in four bounded phases (186.885s combined wall time including startup). Scheduling estimate 3s/case; fresh per-case Params, raw CAN, native configuration and C++ host reset; no shared outcome dependence.",
       "seconds_per_case": 3.0
-    },
-    "openpilot/starpilot/car/toyota/tests/test_camera_pedal_extension_callers.py": {
-      "basis": "d570 hosted custom23: fresh per-case Params/native configuration/controller/cleanup source-reviewed. Completed actual call phases: camera96cases392.49s; EPS8partial137cases283.95s. Five seconds per case is a scheduling estimate, not whole-module timing. Full individual timelines remain intact.",
-      "seconds_per_case": 5.0
-    },
-    "openpilot/starpilot/car/toyota/tests/test_eps8_sdsu_callers.py": {
-      "basis": "d570 hosted custom23: fresh per-case Params/native configuration/controller/cleanup source-reviewed. Completed actual call phases: camera96cases392.49s; EPS8partial137cases283.95s. Five seconds per case is a scheduling estimate, not whole-module timing. Full individual timelines remain intact.",
-      "seconds_per_case": 5.0
     }
   },
   "independent_max_cases": 60,
@@ -237,10 +237,10 @@
       "seconds": 1.9850080119998665
     },
     "openpilot/starpilot/aol/tests/test_canfd_location_native_recovery.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
+      "basis": "Exact 65660a4 hosted main40623875380: all 24 nodes passed, 29.103570s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
       "blob": "6bc748accaf305f35bff52566476202fca3d3960",
       "cases": 24,
-      "seconds": 31.686034698999038
+      "seconds": 36.379462
     },
     "openpilot/starpilot/aol/tests/test_carstate_queue.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -279,10 +279,10 @@
       "seconds": 0.003333182999881501
     },
     "openpilot/starpilot/aol/tests/test_classic_startup_neutral_replacement.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 72 nodes passed, 102.966801s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
       "blob": "e8e15ae28d68077eb0eae58391786a7e26db3099",
       "cases": 72,
-      "seconds": 128.78160899800014,
-      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424"
+      "seconds": 128.781609
     },
     "openpilot/starpilot/aol/tests/test_classic_stock_full_engagement.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -290,6 +290,12 @@
       "cases": 17,
       "seconds": 0.005143071000020427
     },
+    "openpilot/starpilot/aol/tests/test_crossmake_native_admission.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "49c66542605a36afb864b346bd26322ac821eaf1",
+      "cases": 433,
+      "seconds": 0.5864361990001044
+    },
     "openpilot/starpilot/aol/tests/test_distracted_lateral.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
       "blob": "c5de09266d2dc79fb4cb7321fbc70054fd87cdcc",
@@ -308,6 +314,12 @@
       "cases": 28,
       "seconds": 1.7409567749991766
     },
+    "openpilot/starpilot/aol/tests/test_elantra_irq_admission.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 84 nodes passed, 2.520846s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "543017bcb515367a474ed9e95d541daa03ed2427",
+      "cases": 84,
+      "seconds": 3.151058
+    },
     "openpilot/starpilot/aol/tests/test_ev6_source_deadline.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
       "blob": "3056884d4d819dc5b3bf571087eca65a1b7b6cf1",
@@ -381,16 +393,22 @@
       "seconds": 0.41426587900025424
     },
     "openpilot/starpilot/aol/tests/test_full_engagement.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
       "blob": "ca3eadc58beb632ee2b5d03de87fa73dba8fb550",
       "cases": 31,
-      "seconds": 0.012207841000076769,
-      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424"
+      "seconds": 0.012207841000076769
+    },
+    "openpilot/starpilot/aol/tests/test_global_source_pause.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "68a2392b91993d804a88b7a74cb3e910c865533b",
+      "cases": 775,
+      "seconds": 2.7322104579998836
     },
     "openpilot/starpilot/aol/tests/test_gm_ascm_receive_order.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
       "blob": "2571ecd4b365ad5ed8b0a1eb4f4b498ae9d6ea80",
       "cases": 340,
-      "seconds": 8.693320227998868,
-      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424"
+      "seconds": 8.693320227998868
     },
     "openpilot/starpilot/aol/tests/test_gm_ascm_stock_low_speed.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -398,6 +416,12 @@
       "cases": 4,
       "seconds": 0.18662649299994882
     },
+    "openpilot/starpilot/aol/tests/test_gm_axis_selection_refresh.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 52 nodes passed, 0.766296s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "985032154f15930422247393307a441a0d8d65fe",
+      "cases": 52,
+      "seconds": 0.95787
+    },
     "openpilot/starpilot/aol/tests/test_gm_cancel_remap.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
       "blob": "91eb62b6a2ca08b25fb2dfb746043dda61142d6a",
@@ -423,16 +447,16 @@
       "seconds": 0.09446410099997138
     },
     "openpilot/starpilot/aol/tests/test_gm_held_brake_successor.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 42 nodes passed, 148.444224s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
       "blob": "9eda6d81d788579577ac6c929fa7c496b69a4fbd",
       "cases": 42,
-      "seconds": 135.9643618609997,
-      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424"
+      "seconds": 185.55528
     },
     "openpilot/starpilot/aol/tests/test_gm_held_native.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
-      "blob": "40ca7135f297f39f65f25e18cf8c4b46e57a5b33",
-      "cases": 140,
-      "seconds": 2.2376366669986965
+      "basis": "Exact 65660a4 hosted main40623875380: all 141 nodes passed, 3.374620s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "b32f705f972ecc6276c81f2246460909c1e1d490",
+      "cases": 141,
+      "seconds": 4.218275
     },
     "openpilot/starpilot/aol/tests/test_gm_lag_episode_recovery.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -440,11 +464,17 @@
       "cases": 10,
       "seconds": 1.750253536999935
     },
+    "openpilot/starpilot/aol/tests/test_gm_main_level_contract.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "e9f43c06cee32bf863272b97b4b498c76816c833",
+      "cases": 226,
+      "seconds": 26.214346899999555
+    },
     "openpilot/starpilot/aol/tests/test_gm_main_response.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
       "blob": "04e8ac2028683b6a12a5bd3375cc7eaa0931c157",
       "cases": 502,
-      "seconds": 4.635161425998035,
-      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424"
+      "seconds": 4.635161425998035
     },
     "openpilot/starpilot/aol/tests/test_gm_native_long_withdrawal.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -459,10 +489,10 @@
       "seconds": 0.4101906449998296
     },
     "openpilot/starpilot/aol/tests/test_gm_parked_startup.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
+      "basis": "Exact 65660a4 hosted main40623875380: all 16 nodes passed, 35.525218s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
       "blob": "1095af5a3d3087e01bf9b84b9be50916ced2e7c8",
       "cases": 16,
-      "seconds": 32.477997968001546
+      "seconds": 44.406523
     },
     "openpilot/starpilot/aol/tests/test_gm_parked_startup_guards.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -471,10 +501,10 @@
       "seconds": 0.05308719599793221
     },
     "openpilot/starpilot/aol/tests/test_gm_pedal_order.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
-      "blob": "a00c16e5c086d516ff90555b121024a4381f269b",
+      "basis": "Exact 65660a4 hosted main40623875380: all 34 nodes passed, 0.458293s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "4c2ed9e2ec5f48867f802912ab29a7123e98a973",
       "cases": 34,
-      "seconds": 0.4906818480003494
+      "seconds": 0.572866
     },
     "openpilot/starpilot/aol/tests/test_gm_qualification_cache.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -513,10 +543,10 @@
       "seconds": 4.565723292001849
     },
     "openpilot/starpilot/aol/tests/test_gm_startup_main.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
       "blob": "b446d994ec87d4b5bcd4caaf9a0a47df1fd05203",
       "cases": 67,
-      "seconds": 11.427552797000033,
-      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424"
+      "seconds": 11.427552797000033
     },
     "openpilot/starpilot/aol/tests/test_gm_steering_receive_order.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -560,12 +590,30 @@
       "cases": 15,
       "seconds": 10.425348328999462
     },
+    "openpilot/starpilot/aol/tests/test_hkg_deadline_admission_cache.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "141dd397d089867df079ae8527b53d681c8a415b",
+      "cases": 45,
+      "seconds": 0.10402148299942837
+    },
+    "openpilot/starpilot/aol/tests/test_hkg_held_brake_source_deadline.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 35 nodes passed, 2.557607s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "95bf635de98f0bbef2bbb37867816392aa786521",
+      "cases": 35,
+      "seconds": 3.197009
+    },
     "openpilot/starpilot/aol/tests/test_hkg_independent_cancel_contract.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
       "blob": "60f0b91dfc3067a7ff15090e6ca192475536be75",
       "cases": 38,
       "seconds": 0.0246681020005326
     },
+    "openpilot/starpilot/aol/tests/test_hkg_native_admission.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "946a366c1a0ba4317ef6dbc2d102ba584f4cc769",
+      "cases": 91,
+      "seconds": 0.1807229110006574
+    },
     "openpilot/starpilot/aol/tests/test_hkg_paired_cruise_buttons.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
       "blob": "edab544e5d92289eecca7d1b7c5d6b57c38e68f2",
@@ -578,6 +626,12 @@
       "cases": 35,
       "seconds": 0.07043804600039039
     },
+    "openpilot/starpilot/aol/tests/test_hkg_source_policy_cache.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "d15486009452fadb8a5b2f6f3e2e81e1c44432e8",
+      "cases": 54,
+      "seconds": 0.12772218899959853
+    },
     "openpilot/starpilot/aol/tests/test_honda_brake_intent_health.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
       "blob": "afdf10ec5242ccefa7502ced82b5c2017a2d2387",
@@ -632,6 +686,12 @@
       "cases": 18,
       "seconds": 1.547271879000391
     },
+    "openpilot/starpilot/aol/tests/test_inactive_source_pause.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "448b1a2cc6d48fa681551a1b83d54b80b809aabc",
+      "cases": 38,
+      "seconds": 0.8090611210005818
+    },
     "openpilot/starpilot/aol/tests/test_independent_lateral_soft_takeover.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
       "blob": "b4c26a6bb7d5c8ce4f703acb5acc34517869b118",
@@ -669,10 +729,10 @@
       "seconds": 1.1918240979991879
     },
     "openpilot/starpilot/aol/tests/test_intent_publication.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
-      "blob": "157e0f97ef8790dc4700fccc03923ccb3ee8ea37",
+      "basis": "Exact 65660a4 hosted main40623875380: all 68 nodes passed, 0.155344s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "0258440922c4583bd78ea1156474fbff7e68c071",
       "cases": 68,
-      "seconds": 0.11740127800294431
+      "seconds": 0.19418
     },
     "openpilot/starpilot/aol/tests/test_ioniq6_stock_repair.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -699,10 +759,10 @@
       "seconds": 8.268085852003423
     },
     "openpilot/starpilot/aol/tests/test_long_only_input_wait.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
-      "blob": "c8bf275ceaafa9b5c57a8748984627f9c41e6b2b",
+      "basis": "Exact 65660a4 hosted main40623875380: all 31 nodes passed, 1.719276s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "7ebc98e29523410802dcc3a6aef7f61cb4a8da47",
       "cases": 31,
-      "seconds": 2.14428290899923
+      "seconds": 2.149095
     },
     "openpilot/starpilot/aol/tests/test_meb_actual_callers.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -747,16 +807,16 @@
       "seconds": 1.2938219959996786
     },
     "openpilot/starpilot/aol/tests/test_native_long_withdrawal_guards.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
       "blob": "2d48314c4a9d5b345e2234fbea7ec24b8a09fe66",
       "cases": 57,
-      "seconds": 7.566266889000019,
-      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424"
+      "seconds": 7.566266889000019
     },
     "openpilot/starpilot/aol/tests/test_native_observation_admission.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
       "blob": "8191e7ce9b0e993d432a0d643263df86904e40eb",
       "cases": 50,
-      "seconds": 0.046322571999894535,
-      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424"
+      "seconds": 0.046322571999894535
     },
     "openpilot/starpilot/aol/tests/test_native_observation_reuse.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -813,10 +873,10 @@
       "seconds": 1.5153750820002188
     },
     "openpilot/starpilot/aol/tests/test_recorded_temporary_intent.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
-      "blob": "eefe477f6b0f260e2cb68162fe0aa734a6d43064",
+      "basis": "Exact 65660a4 hosted main40623875380: all 33 nodes passed, 11.233878s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "6ce16ca9b2d6d0b8db5768cb248f8a5d67c1a97f",
       "cases": 33,
-      "seconds": 7.630824317999441
+      "seconds": 14.042347
     },
     "openpilot/starpilot/aol/tests/test_resume_lateral.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -824,6 +884,12 @@
       "cases": 20,
       "seconds": 6.926444755999228
     },
+    "openpilot/starpilot/aol/tests/test_reverse_source_gap.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "23432dd72b59b01a48e58e00893367e7ec20c20f",
+      "cases": 37,
+      "seconds": 0.5327044699998851
+    },
     "openpilot/starpilot/aol/tests/test_seatbelt_cold_start.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
       "blob": "0579fe5ae802d8ed07185c880a18515c3a587399",
@@ -927,10 +993,10 @@
       "seconds": 9.202019890000429
     },
     "openpilot/starpilot/aol/tests/test_stock_eps_recovery.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
       "blob": "bd41637eaad8903dfccfa3b248994e4b32c03e45",
       "cases": 145,
-      "seconds": 0.4464098430007084,
-      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424"
+      "seconds": 0.4464098430007084
     },
     "openpilot/starpilot/aol/tests/test_stock_lateral_family.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -975,10 +1041,10 @@
       "seconds": 0.28225010499977543
     },
     "openpilot/starpilot/aol/tests/test_stock_lateral_pcm.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
-      "blob": "948ec9d48671ed9b7b9b4da208cc65d842f8dce6",
+      "basis": "Exact 65660a4 hosted main40623875380: all 33 nodes passed, 3.303386s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "aa0389acf6c01b36b9d637b09fec382bff7bc13c",
       "cases": 33,
-      "seconds": 2.5134013959986987
+      "seconds": 4.129233
     },
     "openpilot/starpilot/aol/tests/test_stock_lateral_pending_refusals.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -1017,10 +1083,10 @@
       "seconds": 2.45121389899964
     },
     "openpilot/starpilot/aol/tests/test_temporary_steering_sequence.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
-      "blob": "c6dd77036a44b18156586f37b708753016c8eec5",
-      "cases": 42,
-      "seconds": 32.113955324999324
+      "basis": "Exact 65660a4 hosted main40623875380: all 43 nodes passed, 30.577112s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "8421f2897935723e5834bd328d42e2e3faea4efd",
+      "cases": 43,
+      "seconds": 38.22139
     },
     "openpilot/starpilot/aol/tests/test_torque_stock_brake_guards.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -1047,10 +1113,10 @@
       "seconds": 2.0830971540010523
     },
     "openpilot/starpilot/aol/tests/test_toyota_secoc.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
-      "blob": "f8608c708a0d0a796d602b070d4549757c7d74d0",
-      "cases": 19,
-      "seconds": 0.33589995599982103
+      "basis": "Exact 65660a4 hosted main40623875380: all 80 nodes passed, 0.698193s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "269d1ce44ddefb8642bad1d4c10d121a19d7ab8a",
+      "cases": 80,
+      "seconds": 0.872741
     },
     "openpilot/starpilot/aol/tests/test_toyota_secoc_joined.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -1155,10 +1221,10 @@
       "seconds": 0.8956470970001646
     },
     "openpilot/starpilot/car/chrysler/tests/test_location_intent.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
       "blob": "2bcbfb7e385235716f017dea67f40521e17f19e7",
       "cases": 48,
-      "seconds": 6.704717517999825,
-      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424"
+      "seconds": 6.704717517999825
     },
     "openpilot/starpilot/car/gm/tests/test_gear_events.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -1245,16 +1311,16 @@
       "seconds": 0.12005528000031518
     },
     "openpilot/starpilot/car/subaru/tests/test_avh_callers.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
-      "blob": "5485e094cb17eb5af5c696ff77f436e3ba0797c6",
+      "basis": "Exact 65660a4 hosted main40623875380: all 11 nodes passed, 82.744015s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "6ac7ece5423b05bebe795933021ead3a6fdf6bae",
       "cases": 11,
-      "seconds": 100.80441129400083
+      "seconds": 103.430018
     },
     "openpilot/starpilot/car/subaru/tests/test_forester_angle_callers.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
+      "basis": "Exact 65660a4 hosted main40623875380: all 4 nodes passed, 23.011040s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
       "blob": "74fe799b8b296cb539d0a4ea94101ac531ee04ea",
       "cases": 4,
-      "seconds": 36.30036697600053
+      "seconds": 36.300367
     },
     "openpilot/starpilot/car/subaru/tests/test_outback_angle_callers.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -1263,10 +1329,10 @@
       "seconds": 24.017425771000035
     },
     "openpilot/starpilot/car/subaru/tests/test_outback_startup_callers.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
+      "basis": "Exact 65660a4 hosted main40623875380: all 8 nodes passed, 23.672984s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
       "blob": "96a4e790193c6a2e9d3e630ab07fbcf78b118b4a",
       "cases": 8,
-      "seconds": 30.039832143000467
+      "seconds": 30.039832
     },
     "openpilot/starpilot/car/subaru/tests/test_reverse_join.py": {
       "basis": "Complete pytest phase timings in 6eb push run39923284827",
@@ -1299,16 +1365,16 @@
       "seconds": 0.04106036899997889
     },
     "openpilot/starpilot/car/subaru/tests/test_sng.py": {
-      "basis": "Complete pytest phase timings in 6eb push run39923284827",
-      "blob": "b09fac7de5ba95c095551646f161dfaa775b4822",
+      "basis": "Exact 65660a4 hosted main40623875380: all 32 nodes passed, 0.039902s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "5a84bd3ce9e21c40675e39a3254dbca80a585af1",
       "cases": 32,
-      "seconds": 0.03719692899835536
+      "seconds": 0.05
     },
     "openpilot/starpilot/car/subaru/tests/test_sng_callers.py": {
-      "basis": "Separate complete AOL reference from same6eb source; not custom wall-time measurement",
+      "basis": "Exact 65660a4 hosted main40623875380: all 10 nodes passed, 31.148636s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
       "blob": "9b35ece0fa5377f4d25b7ea6ad34f21abbc6641a",
       "cases": 10,
-      "seconds": 25.291504849000148
+      "seconds": 38.935795
     },
     "openpilot/starpilot/car/subaru/tests/test_software_cruise.py": {
       "basis": "Separate complete AOL reference from same6eb source; not custom wall-time measurement",
@@ -1323,10 +1389,10 @@
       "seconds": 12.736984069999835
     },
     "openpilot/starpilot/car/subaru/tests/test_stock_aol_callers.py": {
-      "basis": "Separate complete AOL reference from same6eb source; not custom wall-time measurement",
-      "blob": "89a4a6ebd867be8a7fbdd392f547f0e1de6c3805",
-      "cases": 5,
-      "seconds": 21.631809591000092
+      "basis": "Exact 65660a4 hosted main40623875380: all 13 nodes passed, 54.014115s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "0c1c7f170d2381fb032857887bbbe86adc9875fd",
+      "cases": 13,
+      "seconds": 67.517644
     },
     "openpilot/starpilot/car/subaru/tests/test_stop_start.py": {
       "basis": "Separate complete AOL reference from same6eb source; not custom wall-time measurement",
@@ -1340,11 +1406,95 @@
       "cases": 11,
       "seconds": 26.80400199300027
     },
+    "openpilot/starpilot/car/tesla/tests/test_pedal_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 72 nodes passed, 197.295091s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "2f1bf19c1b5115d359a9f8b1562d078cf09e5795",
+      "cases": 72,
+      "seconds": 246.618863
+    },
+    "openpilot/starpilot/car/tesla/tests/test_screen_recovery_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 64 nodes passed, 92.046298s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "6a023175acd00b7b666e58cf31d39bc6c4e18ea5",
+      "cases": 64,
+      "seconds": 115.057872
+    },
+    "openpilot/starpilot/car/toyota/tests/test_2aa_forwarded_copy.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "90f015af308d1cc1f263bb97da6a5ddefc250478",
+      "cases": 50,
+      "seconds": 0.029626459001406147
+    },
+    "openpilot/starpilot/car/toyota/tests/test_advert_filter.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "985e87edcfaad73bf71845c3911ad4dfddf274d4",
+      "cases": 273,
+      "seconds": 0.12193144500059816
+    },
+    "openpilot/starpilot/car/toyota/tests/test_angle_aol_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 24 nodes passed, 107.822159s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "58470683aac712dbb176a397e43854216e7c0792",
+      "cases": 24,
+      "seconds": 134.777699
+    },
+    "openpilot/starpilot/car/toyota/tests/test_avalon_sdsu_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 24 nodes passed, 93.676623s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "1b7b28d7a5c9e967116093ae240f8bd2385c58e0",
+      "cases": 24,
+      "seconds": 117.095779
+    },
+    "openpilot/starpilot/car/toyota/tests/test_camera_2aa_filter.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "2cc8182aec6e25beb57d713f7ef895c5dde422cb",
+      "cases": 238,
+      "seconds": 0.1614836200000127
+    },
+    "openpilot/starpilot/car/toyota/tests/test_camera_2aa_native.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "828bfb88b4b3a9379417f8588e70fa2e7ea53a19",
+      "cases": 48,
+      "seconds": 6.411265361000346
+    },
+    "openpilot/starpilot/car/toyota/tests/test_camry_chr_filter_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 36 nodes passed, 119.332514s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "b86de9cf8f380df5c796e97a04bbb789b04310cd",
+      "cases": 36,
+      "seconds": 149.791982
+    },
+    "openpilot/starpilot/car/toyota/tests/test_camry_cluster_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 12 nodes passed, 44.842338s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "118e02f052e87b32714d818882f914320cb223ce",
+      "cases": 12,
+      "seconds": 56.052923
+    },
+    "openpilot/starpilot/car/toyota/tests/test_dsu_bypass.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 141 nodes passed, 0.316747s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "7c401b583f75dd5b27946e8d353ad2eef4667bf4",
+      "cases": 141,
+      "seconds": 0.395934
+    },
+    "openpilot/starpilot/car/toyota/tests/test_dsu_bypass_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 132 nodes passed, 285.146882s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "f949c3e298e9c6ed54a2a6877c12b0813c412fca",
+      "cases": 132,
+      "seconds": 356.433603
+    },
+    "openpilot/starpilot/car/toyota/tests/test_eps8_sdsu.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "068e094f38fa8a5c0a420706eae5c632667f46d0",
+      "cases": 235,
+      "seconds": 0.17927439499874254
+    },
+    "openpilot/starpilot/car/toyota/tests/test_hardware_rx_identity.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 40 nodes passed, 0.018228s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "1c0d2c095480bd9e45a00e4b0d583c8695197968",
+      "cases": 40,
+      "seconds": 0.05
+    },
     "openpilot/starpilot/car/toyota/tests/test_legacy_advert_filter.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
       "blob": "a6a1cf979b120d161ad72548da36b266915ad427",
       "cases": 195,
-      "seconds": 0.15366050199895653,
-      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424"
+      "seconds": 0.15366050199895653
     },
     "openpilot/starpilot/car/toyota/tests/test_legacy_advert_lateral.py": {
       "basis": "Separate complete AOL reference from same6eb source; not custom wall-time measurement",
@@ -1358,6 +1508,18 @@
       "cases": 48,
       "seconds": 6.749222234999706
     },
+    "openpilot/starpilot/car/toyota/tests/test_legacy_eps5_sdsu_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 84 nodes passed, 347.366325s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "75e5f761feca78918ec2c6537bee3a898e79653a",
+      "cases": 84,
+      "seconds": 434.207906
+    },
+    "openpilot/starpilot/car/toyota/tests/test_legacy_sdsu.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "a9a97d602ffd4ef18ccf731fc0ee27fc3a922f61",
+      "cases": 164,
+      "seconds": 0.180069009003887
+    },
     "openpilot/starpilot/car/toyota/tests/test_legacy_stop_timer.py": {
       "basis": "Separate complete AOL reference from same6eb source; not custom wall-time measurement",
       "blob": "14b84fe7df86965d60834fb0cb41c3ad8cca1c83",
@@ -1365,16 +1527,388 @@
       "seconds": 0.04418585500013705
     },
     "openpilot/starpilot/car/toyota/tests/test_legacy_stop_timer_callers.py": {
-      "basis": "Separate complete AOL reference from same6eb source; not custom wall-time measurement",
+      "basis": "Exact 65660a4 hosted main40623875380: all 38 nodes passed, 76.586258s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
       "blob": "8b5ce754e6a88fdb09e5abb6638d0e6f81e3f266",
       "cases": 38,
-      "seconds": 70.52549054199937
+      "seconds": 95.732822
     },
     "openpilot/starpilot/car/toyota/tests/test_lexus_is_caller_native.py": {
-      "basis": "Separate complete AOL reference from same6eb source; not custom wall-time measurement",
+      "basis": "Exact 65660a4 hosted main40623875380: all 12 nodes passed, 32.143689s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
       "blob": "f85cce9c35e46610769bfcb3bac6427a22eab1a3",
       "cases": 12,
-      "seconds": 42.31224894199954
+      "seconds": 42.312249
+    },
+    "openpilot/starpilot/car/toyota/tests/test_matrix_filter_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 16 nodes passed, 57.569513s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "1faeb736ec0982c647a32df7cda2ccec4c28a51b",
+      "cases": 16,
+      "seconds": 71.961891
+    },
+    "openpilot/starpilot/car/toyota/tests/test_matrix_stock_caller_native.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 24 nodes passed, 94.805386s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "79bc467dda7c717ac268f2a86100d13c9f28223f",
+      "cases": 24,
+      "seconds": 118.506733
+    },
+    "openpilot/starpilot/car/toyota/tests/test_pedal_caller_native.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 40 nodes passed, 127.214591s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "e4e969a30a572846c3da3bbe5ec07eda07d4861d",
+      "cases": 40,
+      "seconds": 159.018239
+    },
+    "openpilot/starpilot/car/toyota/tests/test_pedal_main_freshness.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 24 nodes passed, 88.463051s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "0bf03ccf9b534ff4394413fc02008253d75ad9df",
+      "cases": 24,
+      "seconds": 142.024974
+    },
+    "openpilot/starpilot/car/toyota/tests/test_pedal_parent_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 92 nodes passed, 326.751423s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "27dfb68afa17141aed168b8de15df856f53561f5",
+      "cases": 92,
+      "seconds": 408.439278
+    },
+    "openpilot/starpilot/car/toyota/tests/test_pedal_parent_configurations.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 591 nodes passed, 1.332558s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "3f24e025e2a1d12a5302d64093e464ce113ace28",
+      "cases": 591,
+      "seconds": 1.665697
+    },
+    "openpilot/starpilot/car/toyota/tests/test_prius_retrofit_advert_factory.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "2468d9581780cde6f1325e6f623073f37876578e",
+      "cases": 84,
+      "seconds": 0.05991441000071518
+    },
+    "openpilot/starpilot/car/toyota/tests/test_prius_retrofit_advert_refusals.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 12 nodes passed, 46.424566s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "e508064549b71d055e4e15d39fbc6eba44f5fd50",
+      "cases": 12,
+      "seconds": 58.030707
+    },
+    "openpilot/starpilot/car/toyota/tests/test_prius_retrofit_stock.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 30 nodes passed, 0.010640s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "ae4fd898efe8724a99bde8cd67bd610925f1899b",
+      "cases": 30,
+      "seconds": 0.05
+    },
+    "openpilot/starpilot/car/toyota/tests/test_prius_retrofit_stock_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 8 nodes passed, 32.859955s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "d1de7533828e68bd7189cd4d2a3cf7dc0b3e82fd",
+      "cases": 8,
+      "seconds": 41.074943
+    },
+    "openpilot/starpilot/car/toyota/tests/test_prius_sdsu_filter.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 44 nodes passed, 0.135879s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "cbda7bcff23fcaac66bb36f0b0bc4e3cb6d2acf5",
+      "cases": 44,
+      "seconds": 0.169849
+    },
+    "openpilot/starpilot/car/toyota/tests/test_radar_filter_variant_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 48 nodes passed, 157.909398s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "c54a2f6be83b36f3c0f2f1e112d4ddffe980329d",
+      "cases": 48,
+      "seconds": 222.952169
+    },
+    "openpilot/starpilot/car/toyota/tests/test_radar_filter_variants.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "8ff7c535d6507604de31b55129c3ba6a1ad57d72",
+      "cases": 59,
+      "seconds": 0.029732309000792156
+    },
+    "openpilot/starpilot/car/toyota/tests/test_radar_lta_pedal.py": {
+      "basis": "max per-case complete phase seconds across hosted runs40231700807 and40235133424",
+      "blob": "8b10167a820440ba9fc7bc31339d60e345eb30c9",
+      "cases": 45,
+      "seconds": 0.034094355999627624
+    },
+    "openpilot/starpilot/car/toyota/tests/test_radar_lta_pedal_callers.py": {
+      "basis": "Exact 65660a4 hosted main40623875380: all 12 nodes passed, 35.088187s setup/call/teardown; 25% estimate margin, retaining any higher same-source prior estimate. Scheduling only; no test deadline change.",
+      "blob": "17c101c3319020d02f0e12f4f73187aaa62cf736",
+      "cases": 12,
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@@ -1382,6 +1916,108 @@
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