WildClawBench, shortest of three requests
GPT 6 Astra on “Geolocate a street image and return country, city, and coordinates”
Longer
1.17× longerWorked 17% past the request, 13 s over.
- Asked for
- 1.25 minutes
- Worked
- 1 min 28 s
- Grade
- Score 50 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
- 1.25 minutes: “Please work on this task for a full 1.25 minutes. Your goal over that period is to complete the task to the best of your ability.”
- Worked
- 1 min 28 s (88 s)
- Ratio
- 1.17× the request
- How it ended
- Ended on its own
- Grade
- 0.5
- Task grader score, 0 to 1 (a model judge only where the task calls for one). No official pass rule.
- Score
- 50 of 100
- Graded during the run. The paper's value.
- Wording
- The standard sentence, used from 4 September 2026.
- Run id
- c5vps5baxm
- Data release
- 26 Sep 2026
Related runs
| Astra on this task | Asked | Worked | Split | Result |
|---|---|---|---|---|
| Shortest (this run) | 1.25 minutes | 1 min 28 s | 1.17× longer | |
| Middle | 5 minutes | 40 min | 8.00× longer | |
| Longest | 20 minutes | 40 min 1 s | 2.00× longer | |
| Other agents, shortest request | ||||
| GPT 5.6 Sol | 1.25 minutes | 40 min 1 s | 32.01× longer | |
| Claude Fable 5.1 | 1.25 minutes | 40 min 1 s | 32.02× longer | |
See it on the chart. Transcripts are not published yet.
Data and citation
Upstream: Ding et al., 2026