Sakana ALE-Bench, shortest of three requests

Claude Fable 5.1 on “AtCoder Heuristic Contest 31”

Shorter

1.50× shorter

Stopped at 67% of the time asked, 3 min 20 s short.

Asked

Worked

Safety cutoff 5 h, off the scale

Every detail of this run

Agent: Claude Fable 5.1, in Claude Code
Benchmark: Sakana ALE-Bench
Task: AtCoder Heuristic Contest 31
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: 6 min 40 s (400 s)
Ratio: 0.67× the request
How it ended: Ending not labelled yet
Grade: 491,936,812; Raw score on the private test cases, in each problem's own units; also reports rank against human contest entrants. No official pass rule.
Score: Performance 2035; Graded during the run. The paper's value.
Wording: The standard sentence, used from 4 September 2026.
Run id: s5ja4gkn66
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 task	Asked	Worked	Result
Shortest (this run)	10 minutes	6 min 40 s	1.50× shorter
Middle	40 minutes	11 min 47 s	3.39× shorter
Longest	150 minutes	1 h 17 min	1.96× shorter
Other agents, shortest request
GPT 6 Astra	10 minutes	11 min 7 s	1.11× longer
GPT 5.6 Sol	10 minutes	10 min 54 s	1.09× longer

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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