TUA-Bench, shortest of three requests
GPT 6 Astra on “EPW parquet check”
Longer
2.47× longerWorked 147% past the request, 2 min 12 s over.
- Asked for
- 1.5 minutes
- Worked
- 3 min 42 s
- Grade
- Did not pass
- Score 66 of 100. Graded during the run.
- How it ended
- Ended on its own
Every detail of this run
- Agent
- GPT 6 Astra, in Codex
- Benchmark
- TUA-Bench
- Asked for
- 1.5 minutes: “Please work on this task for a full 1.5 minutes. Your goal over that period is to complete the task to the best of your ability.”
- Worked
- 3 min 42 s (222 s)
- Ratio
- 2.47× the request
- How it ended
- Ended on its own
- Grade
- Did not pass
- It did not complete the task in full. The grader returned 0.66. Pass rule: Full completion: a reward of 1 on the final state.
- Score
- 66 of 100
- Graded during the run. The paper's value.
- Wording
- The standard sentence, used from 4 September 2026.
- Run id
- 25djxv6ord
- Data release
- 26 Sep 2026
Related runs
| Astra on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest (this run) | 1.5 minutes | 3 min 42 s | 2.47× longer | |
| Middle | 6 minutes | 6 min 23 s | 1.06× longer | |
| Longest | 25 minutes | 25 min 23 s | Within 5% | |
| Other agents, shortest request | ||||
| GPT 5.6 Sol | 1.5 minutes | 4 min 19 s | 2.88× longer | |
| Claude Fable 5.1 | 1.5 minutes | 7 min 17 s | 4.86× longer | |
| Muse Spark 1.3 | 1.5 minutes | 4 min 13 s | 2.81× longer | |
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Data and citation
Upstream: Chen et al., 2026