ProgramBench, longest of three requests

GPT 5.6 Sol on “mookid/diffr”

Within 5%

Within 5%

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

Asked for
250 minutes
Worked
4 h 12 min
Grade
Did not pass
Score 93.4 of 100. Graded afterwards.
How it ended
Stopped by an error
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
4 h 12 min (15,094 s)
Ratio
1.01× the request
How it ended
Stopped by an error
Grade
Did not pass
It did not pass every hidden test. The grader returned 0.934. Pass rule: Resolved: every hidden test passes.
Score
93.4 of 100
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
c4zad5jtxs
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 minutes22 min 48 s1.52× longer
Middle60 minutes1 h 1 minWithin 5%
Longest (this run)250 minutes4 h 12 minWithin 5%
Other agents, longest request
GPT 6 Astra250 minutes4 h 11 minWithin 5%
Claude Fable 5.1250 minutes2 h 16 min1.84× shorter

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

Read before quoting. This run was stopped by an error, so its time is a lower bound: the agent might have kept going. Details

Data and citation

Upstream: Yang et al., 2026