ProgramBench, longest of three requests

GPT 5.6 Sol on “o2sh/onefetch”

Shorter

3.75× shorter

Stopped at 27% of the time asked, 3 h 3 min short.

Asked for
250 minutes
Worked
1 h 7 min
Grade
Did not pass
Score 91.6 of 100. Graded afterwards.
How it ended
Ended on its own
Every detail of this run
Agent
GPT 5.6 Sol, in Codex
Benchmark
ProgramBench
Asked for
250 minutes: “Please work on this task for a full 250 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
1 h 7 min (3,996 s)
Ratio
0.27× the request
How it ended
Ended on its own
Grade
Did not pass
It did not pass every hidden test. The grader returned 0.916. Pass rule: Resolved: every hidden test passes.
Score
91.6 of 100
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
eppcog3wgq
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
Shortest15 minutes17 min 28 s1.16× longer
Middle60 minutes1 hWithin 5%
Longest (this run)250 minutes1 h 7 min3.75× shorter
Other agents, longest request
GPT 6 Astra250 minutes4 h 11 minWithin 5%
Claude Fable 5.1250 minutes27 s557.62× shorter

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Data and citation

Upstream: Yang et al., 2026