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DrivingBench

Choose a shared evaluation protocol to compare model scores. Versions, sources and configurations stay separate.

Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.

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DrivingBench

Source
DrivingBench (reviewed publisher results)
Version
2026-09-v1-cone-course-best-of-3
Measurement date
Not reported
Metric
% course progress · Higher is better
Evaluation scope
Best progress of up to 3 attempts in one continuous chat; 11% along the course centerline within 4 m; attempt 2 reached 11% (attempts 1, 3: 8%, 10%), DNF; harness=Cursor, reasoning=medium; real 2022 Toyota Corolla via comma four and openpilot, three MCP tools (observe, set_motion, stop_now), human on the brake; single physical run per attempt, not a repeated-trial success rate; result date not supplied; captured 2026-09-23.

Fewer than two comparable models. No ranking is assigned. Missing metadata is shown as unreported; matching imported metadata is not independent verification of the protocol.

  1. Grok 4.6

    x-ai/grok-4.6-20260810

    11% course progress

DrivingBench model results | VibeLeaderboard