Sakana ALE-Bench, longest of three requests

GPT 6 Astra on “AtCoder Heuristic Contest 16”

Within 5%

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

Asked

Worked

Safety cutoff 5 h, off the scale

Every detail of this run

Agent: GPT 6 Astra, in Codex
Benchmark: Sakana ALE-Bench
Task: AtCoder Heuristic Contest 16
Asked for: 150 minutes: “Please work on this task for a full 150 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked: 2 h 31 min (9,051 s)
Ratio: 1.01× the request
How it ended: Ended on its own
Grade: 94,053,810,419; 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 3517; Graded afterwards. The paper's value.
Wording: The standard sentence, used from 4 September 2026.
Run id: ivp7a65csk
Data release: 26 Sep 2026

The other requests for GPT 6 Astra on this task, and the other agents at this request
Astra on this task	Asked	Worked	Result
Shortest	10 minutes	10 min 15 s	Within 5%
Middle	40 minutes	40 min 44 s	Within 5%
Longest (this run)	150 minutes	2 h 31 min	Within 5%
Other agents, longest request
GPT 5.6 Sol	150 minutes	2 h 31 min	Within 5%
Claude Fable 5.1	150 minutes	1 h 1 min	2.47× shorter

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Data and citation