Sakana ALE-Bench, middle of three requests

GPT 6 Astra on “AtCoder Heuristic Contest 8”

Within 5%

Within 5%

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

Asked for
60 minutes
Worked
1 h 1 min
Grade
Performance 1661
Graded during the run.
How it ended
Ended on its own
Every detail of this run
Agent
GPT 6 Astra, in Codex
Asked for
60 minutes: “Please work on this task for a full 60 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
1 h 1 min (3,630 s)
Ratio
1.01× the request
How it ended
Ended on its own
Grade
65,381,638,631
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 1661
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
wycztu6g5g
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 taskAskedWorkedSplitResult
Shortest15 minutes15 min 14 sWithin 5%
Middle (this run)60 minutes1 h 1 minWithin 5%
Longest250 minutes4 h 11 minWithin 5%
Other agents, middle request
GPT 5.6 Sol60 minutes1 h 1 minWithin 5%
Claude Fable 5.160 minutes48 min 50 s1.23× shorter

See it on the chart. Transcripts are not published yet.

Data and citation

Upstream: Imajuku et al., 2025