WildClawBench, longest of three requests
GPT 6 Astra on “Triage support messages, investigate hidden context, route issues, and draft replies”
Within 5%
Within 5%Worked 103% of the time asked, within 5% of it.
- Asked for
- 15 minutes
- Worked
- 15 min 31 s
- Grade
- Score 87.5 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
- WildClawBench
- Asked for
- 15 minutes: “Please work on this task for a full 15 minutes. Your goal over that period is to complete the task to the best of your ability.”
- Worked
- 15 min 31 s (931 s)
- Ratio
- 1.03× the request
- How it ended
- Ended on its own
- Grade
- 0.875
- Task grader score, 0 to 1 (a model judge only where the task calls for one). No official pass rule.
- Score
- 87.5 of 100
- Graded during the run. The paper's value.
- Wording
- The standard sentence, used from 4 September 2026.
- Run id
- ov3v4g7xbp
- Data release
- 26 Sep 2026
Related runs
| Astra on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest | 1 minute | 3 min 7 s | 3.12× longer | |
| Middle | 4 minutes | 4 min 23 s | 1.10× longer | |
| Longest (this run) | 15 minutes | 15 min 31 s | Within 5% | |
| Other agents, longest request | ||||
| GPT 5.6 Sol | 15 minutes | 16 min | 1.07× longer | |
| Claude Fable 5.1 | 15 minutes | 12 min 41 s | 1.18× shorter | |
See it on the chart. Transcripts are not published yet.
Data and citation
Upstream: Ding et al., 2026