Agents' Last Exam, shortest of three requests
GPT 6 Astra on “Redesign and validate a Flowable supply-disruption workflow”
Longer
1.10× longerWorked 10% past the request, 47 s over.
- Asked for
- 8 minutes
- Worked
- 8 min 47 s
- Grade
- Did not pass
- Score 90.1 of 100. Graded afterwards.
- How it ended
- Ended on its own
Every detail of this run
- Agent
- GPT 6 Astra, in Codex
- Benchmark
- Agents' Last Exam
- Asked for
- 8 minutes: “Please work on this task for a full 8 minutes. Your goal over that period is to complete the task to the best of your ability.”
- Worked
- 8 min 47 s (527 s)
- Ratio
- 1.10× the request
- How it ended
- Ended on its own
- Grade
- Did not pass
- It did not pass the task's checker in full. The grader returned 0.901. Pass rule: Full pass: a checker score of 1.
- Score
- 90.1 of 100
- Graded afterwards. The paper's value.
- Wording
- The standard sentence, used from 4 September 2026.
- Run id
- cf5zaa2ras
- Data release
- 26 Sep 2026
Related runs
| Astra on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest (this run) | 8 minutes | 8 min 47 s | 1.10× longer | |
| Middle | 30 minutes | 30 min 21 s | Within 5% | |
| Longest | 125 minutes | 2 h 7 min | Within 5% | |
| Other agents, shortest request | ||||
| GPT 5.6 Sol | 8 minutes | 59 min 33 s | 7.44× longer | |
| Claude Fable 5.1 | 8 minutes | 34 min | 4.25× longer | |
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Data and citation
Upstream: Sun et al., 2026