ProgramBench, middle of three requests

Claude Fable 5.1 on “ninja-build/ninja”

Shorter

1.48× shorter

Stopped at 67% of the time asked, 13 min 1 s short.

Asked for
40 minutes
Worked
26 min 59 s
Grade
Did not pass
Score 85.3 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
40 minutes: “Please work on this task for a full 40 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
26 min 59 s (1,619 s)
Ratio
0.67× the request
How it ended
Ended on its own
Grade
Did not pass
It did not pass every hidden test. The grader returned 0.853. Pass rule: Resolved: every hidden test passes.
Score
85.3 of 100
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
jcsxpkfysw
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
Shortest10 minutes1 h 53 min11.30× longer
Middle (this run)40 minutes26 min 59 s1.48× shorter
Longest200 minutes1 h 38 min2.05× shorter
Other agents, middle request
GPT 6 Astra40 minutes40 min 21 sWithin 5%
GPT 5.6 Sol40 minutes40 min 17 sWithin 5%

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Data and citation

Upstream: Yang et al., 2026