AppWorld, longest of three requests
GPT 6 Astra on “Execute every task in a camping project across shopping, expenses, payments, invitations, and task closeout”
Within 5%
Within 5%Worked 102% of the time asked, within 5% of it.
- Asked for
- 40 minutes
- Worked
- 40 min 47 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
- 40 minutes: “Please work on this task for a full 40 minutes. Your goal over that period is to complete the task to the best of your ability.”
- Worked
- 40 min 47 s (2,447 s)
- Ratio
- 1.02× 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
- 6i6zml55bq
- Data release
- 26 Sep 2026
Related runs
| Astra on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest | 2.5 minutes | 2 min 41 s | 1.08× longer | |
| Middle | 10 minutes | 10 min 38 s | 1.06× longer | |
| Longest (this run) | 40 minutes | 40 min 47 s | Within 5% | |
| Other agents, longest request | ||||
| GPT 5.6 Sol | 40 minutes | 40 min 54 s | Within 5% | |
| Claude Fable 5.1 | 40 minutes | 7 min 31 s | 5.32× shorter | |
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Data and citation
Upstream: Trivedi et al., 2024 (ACL)