ProgramBench, shortest of three requests

Claude Fable 5.1 on “facebook/zstd”

Shorter

1.13× shorter

Stopped at 88% of the time asked, 1 min 10 s short.

Asked for
10 minutes
Worked
8 min 50 s
Grade
Did not pass
Score 43.4 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
10 minutes: “Please work on this task for a full 10 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
8 min 50 s (530 s)
Ratio
0.88× the request
How it ended
Ended on its own
Grade
Did not pass
It did not pass every hidden test. The grader returned 0.434. Pass rule: Resolved: every hidden test passes.
Score
43.4 of 100
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
nir3frrovx
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
Shortest (this run)10 minutes8 min 50 s1.13× shorter
Middle40 minutes20 min 18 s1.97× shorter
Longest150 minutes1 h 1 min2.47× shorter
Other agents, shortest request
GPT 6 Astra10 minutes10 min 12 sWithin 5%
GPT 5.6 Sol10 minutes17 min 51 s1.78× longer

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Data and citation

Upstream: Yang et al., 2026