WildClawBench, shortest of three requests
GPT 6 Astra on “Optimize 30 calendar events plus 15 meeting requests under constraints”
Longer
2.53× longerWorked 153% past the request, 1 min 32 s over.
- Asked for
- 1 minute
- Worked
- 2 min 32 s
- Grade
- Score 100 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
- 1 minute: “Please work on this task for a full 1 minute. Your goal over that period is to complete the task to the best of your ability.”
- Worked
- 2 min 32 s (152 s)
- Ratio
- 2.53× the request
- How it ended
- Ended on its own
- Grade
- 1
- Task grader score, 0 to 1 (a model judge only where the task calls for one). No official pass rule.
- Score
- 100 of 100
- Graded during the run. The paper's value.
- Wording
- The standard sentence, used from 4 September 2026.
- Run id
- dggvdmfd3j
- Data release
- 26 Sep 2026
Related runs
| Astra on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest (this run) | 1 minute | 2 min 32 s | 2.53× longer | |
| Middle | 4 minutes | 4 min 14 s | 1.06× longer | |
| Longest | 15 minutes | 15 min 28 s | Within 5% | |
| Other agents, shortest request | ||||
| GPT 5.6 Sol | 1 minute | 7 min 45 s | 7.75× longer | |
| Claude Fable 5.1 | 1 minute | 9 min 50 s | 9.82× longer | |
See it on the chart. Transcripts are not published yet.
Data and citation
Upstream: Ding et al., 2026