AppWorld, shortest of three requests
GPT 6 Astra on “Repack tonight’s Todoist plan around the available work schedule”
Longer
1.21× longerWorked 21% past the request, 26 s over.
- Asked for
- 2 minutes
- Worked
- 2 min 26 s
- Grade
- Did not pass
- Score 0 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
- AppWorld
- Asked for
- 2 minutes: “Please work on this task for a full 2 minutes. Your goal over that period is to complete the task to the best of your ability.”
- Worked
- 2 min 26 s (146 s)
- Ratio
- 1.21× the request
- How it ended
- Ended on its own
- Grade
- Did not pass
- It did not pass every final-state test. The grader returned 0. Pass rule: Every final-state test passes.
- Score
- 0 of 100
- Graded during the run. The paper's value.
- Wording
- The standard sentence, used from 4 September 2026.
- Run id
- hq3mecioub
- Data release
- 26 Sep 2026
Related runs
| Astra on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest (this run) | 2 minutes | 2 min 26 s | 1.21× longer | |
| Middle | 8 minutes | 8 min 35 s | 1.07× longer | |
| Longest | 30 minutes | 31 min 6 s | Within 5% | |
| Other agents, shortest request | ||||
| GPT 5.6 Sol | 2 minutes | 2 min 58 s | 1.48× longer | |
| Claude Fable 5.1 | 2 minutes | 3 min 49 s | 1.91× longer | |
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Data and citation
Upstream: Trivedi et al., 2024 (ACL)