Terminal-Bench 4.0, shortest of three requests

GPT 6 Astra on “Build and apply a five-day ERP/MES/WMS production plan”

Longer

1.12× longer

Worked 12% past the request, 35 s over.

Asked

Worked

Safety cutoff 2 h 40 min, off the scale

Every detail of this run

Agent: GPT 6 Astra, in Codex
Benchmark: Terminal-Bench 4.0
Task: Build and apply a five-day ERP/MES/WMS production plan
Asked for: 5 minutes: “Please work on this task for a full 5 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked: 5 min 35 s (335 s)
Ratio: 1.12× the request
How it ended: Ending not labelled yet
Grade: Did not pass; It did not pass the task's tests. The grader returned 0. Pass rule: The task's tests pass.
Score: 0 of 100; Graded during the run. The paper's value.
Wording: The standard sentence, used from 4 September 2026.
Run id: xp4ahcp4om
Data release: 26 Sep 2026

The other requests for GPT 6 Astra on this task, and the other agents at this request
Astra on this task	Asked	Worked	Result
Shortest (this run)	5 minutes	5 min 35 s	1.12× longer
Middle	20 minutes	20 min 23 s	Within 5%
Longest	80 minutes	1 h 20 min	Within 5%
Other agents, shortest request
GPT 5.6 Sol	5 minutes	5 min 58 s	1.19× longer
Claude Fable 5.1	5 minutes	26 min 10 s	5.23× longer

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Read before quoting. How this run ended has not been labelled yet. It is timed like every other run and counted in every number. Details

Data and citation