Sakana ALE-Bench, middle of three requests

GPT 5.6 Sol on “AtCoder Heuristic Contest 11”

Within 5%

Within 5%

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

Asked for
50 minutes
Worked
50 min 27 s
Grade
Performance 2163
Graded during the run.
How it ended
Ended on its own
Every detail of this run
Agent
GPT 5.6 Sol, in Codex
Asked for
50 minutes: “Please work on this task for a full 50 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
50 min 27 s (3,027 s)
Ratio
1.01× the request
How it ended
Ended on its own
Grade
2,269,103,019
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 2163
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
4jv3pi2bxe
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
Shortest12.5 minutes12 min 52 sWithin 5%
Middle (this run)50 minutes50 min 27 sWithin 5%
Longest200 minutes3 h 21 minWithin 5%
Other agents, middle request
GPT 6 Astra50 minutes50 min 21 sWithin 5%
Claude Fable 5.150 minutes21 min 11 s2.36× shorter

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Data and citation

Upstream: Imajuku et al., 2025