AppWorld, middle of three requests
GPT 6 Astra on “Buy a requested item, forward its receipt, and recover the cost through Venmo”
Within 5%
Within 5%Worked 105% of the time asked, within 5% of it.
- Asked for
- 8 minutes
- Worked
- 8 min 24 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
- 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 24 s (504 s)
- Ratio
- 1.05× 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
- nswdepgwko
- Data release
- 26 Sep 2026
Related runs
| Astra on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest | 2 minutes | 2 min 29 s | 1.24× longer | |
| Middle (this run) | 8 minutes | 8 min 24 s | Within 5% | |
| Longest | 30 minutes | 31 min 16 s | Within 5% | |
| Other agents, middle request | ||||
| GPT 5.6 Sol | 8 minutes | 8 min 43 s | 1.09× longer | |
| Claude Fable 5.1 | 8 minutes | 4 min 33 s | 1.76× shorter | |
See it on the chart. Transcripts are not published yet.
Data and citation
Upstream: Trivedi et al., 2024 (ACL)