ProgramBench, longest of three requests

Claude Fable 5.1 on “lfos/calcurse”

Shorter

1.24× shorter

Stopped at 81% of the time asked, 1 h 17 min short.

Asked for
400 minutes
Worked
5 h 23 min
Grade
Did not pass
Score 95.6 of 100. Graded afterwards.
How it ended
Ended on its own
Every detail of this run
Agent
Claude Fable 5.1, in Claude Code
Benchmark
ProgramBench
Asked for
400 minutes: “Please work on this task for a full 400 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
5 h 23 min (19,381 s)
Ratio
0.81× the request
How it ended
Ended on its own
Grade
Did not pass
It did not pass every hidden test. The grader returned 0.956. Pass rule: Resolved: every hidden test passes.
Score
95.6 of 100
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
ndwpwyd3xx
Data release
26 Sep 2026
The other requests for Claude Fable 5.1 on this task, and the other agents at this request
Fable on this taskAskedWorkedSplitResult
Shortest25 minutes8 min 41 s2.88× shorter
Middle100 minutes2 h 16 min1.36× longer
Longest (this run)400 minutes5 h 23 min1.24× shorter
Other agents, longest request
GPT 6 Astra400 minutes6 h 41 minWithin 5%
GPT 5.6 Sol400 minutes13 min 54 s28.79× shorter

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Data and citation

Upstream: Yang et al., 2026