Terminal-Bench 4.0, longest of three requests

GPT 5.6 Sol on “Build and apply a five-day ERP/MES/WMS production plan”

Within 5%

Within 5%

Worked 101% of the time asked, within 5% of it.

Asked for
80 minutes
Worked
1 h 21 min
Grade
Did not pass
Score 0 of 100. Graded during the run.
How it ended
Ended on its own
Every detail of this run
Agent
GPT 5.6 Sol, in Codex
Asked for
80 minutes: “Please work on this task for a full 80 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
1 h 21 min (4,866 s)
Ratio
1.01× the request
How it ended
Ended on its own
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
zfe5vxqj4g
Data release
26 Sep 2026
The other requests for GPT 5.6 Sol on this task, and the other agents at this request
Sol on this taskAskedWorkedSplitResult
Shortest5 minutes5 min 58 s1.19× longer
Middle20 minutes21 min 20 s1.07× longer
Longest (this run)80 minutes1 h 21 minWithin 5%
Other agents, longest request
GPT 6 Astra80 minutes1 h 20 minWithin 5%
Claude Fable 5.180 minutes32 min 19 s2.48× shorter

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Data and citation

Upstream: Merrill et al., 2026 (ICLR)