GPT-6 Astra · ATS depot driving
The episode shows Opus on high missing the turn inside the depot, then Astra on high reaching the road and then taking the wrong lane movement before the run is stopped. Neither completes the route. Sonnet has a same-window ledger and is not narrated: it stays in the depot. There is no GPT-6.1 Sol ledger. All three statuses are historical_exploratory_import_incomplete. No route is recorded as passed. Supplied source capture Unaided model Open this round
Measured harness ledgerPublic result
GPT-6 Astra

ATS depot driving — GPT-6 Astra

Leave the ATS depot, join a public road, negotiate the first junction, and stop safely.

High reasoningHeadline result
Workflow cost
Not recorded
Wall-clock
50m 13s
Processed tokens
Input 5,772,448. Cached read 1,658,368 is a subset of input and is not added. Cache write 0. Output 34,679. Reasoning 15,921 is a subset of output and is not added. The ledger note says segment 011 includes an unexecuted decision. No processed total is recorded.
Record state
additive_harness_projection
Public summary

GPT-6 Astra ATS depot driving: 50m 13s, Not recorded, Input 5,772,448. Cached read 1,658,368 is a subset of input and is not added. Cache write 0. Output 34,679. Reasoning 15,921 is a subset of output and is not added. The ledger note says segment 011 includes an unexecuted decision. No processed total is recorded..

Run identity and stack
  • Result ID: ats-depot-driving-gpt-6-astra-high-2026-10-01
  • Technical model: gpt-6-astra
  • Provider: OpenAI Codex
  • Client: Codex CLI
  • Stack: American Truck Simulator visual driving
  • Stack: Historical exploratory import
Cost basis
  • Clock is supplied_measurements.active_wall_seconds, excluding repair downtime. billed_cost_usd and estimated_cost_usd are null.
  • Source: supplied_measurements.token_usage.input_tokens at harness commit 9b7c614dbb5103cc373fdf6275b5c4efc10d8f0e.
Validation evidence
  • Result: historical_exploratory_import_incomplete
  • Verification: Recorded status is historical_exploratory_import_incomplete. Pending, partial, stopped, qualified, and model-finished states stay unjudged. Additive projection from harness commit 9b7c614dbb5103cc373fdf6275b5c4efc10d8f0e. Broad harness sync was not run. Clock is supplied_measurements.active_wall_seconds, excluding repair downtime. billed_cost_usd and estimated_cost_usd are null. Source: supplied_measurements.token_usage.input_tokens at harness commit 9b7c614dbb5103cc373fdf6275b5c4efc10d8f0e.
Recorded caveats
  • Reached the public road and then recorded a lane-use error. The user stopped the run. Route not completed. The published clip is the operator-supplied high gameplay capture. A second Astra driving file is not the published derivative.
  • Clock is supplied_measurements.active_wall_seconds, excluding repair downtime. billed_cost_usd and estimated_cost_usd are null.
  • Source: supplied_measurements.token_usage.input_tokens at harness commit 9b7c614dbb5103cc373fdf6275b5c4efc10d8f0e.
Visible evidence gaps
  • additive projection; broad harness sync was not run
  • source harness commit 9b7c614dbb5103cc373fdf6275b5c4efc10d8f0e
Public result only

This result keeps its public summary and evidence, but it does not currently have a matching Builder test with prompts, projects, Harness workflows or skills.

RemakeBenchResearch console