ProgramBench, longest of three requests

GPT 5.6 Sol on “facebook/zstd”

Within 5%

Within 5%

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

Asked for
150 minutes
Worked
2 h 31 min
Grade
Did not pass
Score 76.4 of 100. Graded afterwards.
How it ended
Ending not labelled yet
Every detail of this run
Agent
GPT 5.6 Sol, in Codex
Benchmark
ProgramBench
Asked for
150 minutes: “Please work on this task for a full 150 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
2 h 31 min (9,078 s)
Ratio
1.01× the request
How it ended
Ending not labelled yet
Grade
Did not pass
It did not pass every hidden test. The grader returned 0.764. Pass rule: Resolved: every hidden test passes.
Score
76.4 of 100
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
ohfbruiefk
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
Shortest10 minutes17 min 51 s1.78× longer
Middle40 minutes40 min 12 sWithin 5%
Longest (this run)150 minutes2 h 31 minWithin 5%
Other agents, longest request
GPT 6 Astra150 minutes2 h 32 minWithin 5%
Claude Fable 5.1150 minutes1 h 1 min2.47× shorter

See it on the chart. Transcripts are not published yet.

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

Upstream: Yang et al., 2026