WildClawBench, shortest of three requests

GPT 6 Astra on “Build a Chinese academic homepage from a resume and visual reference”

Longer

1.39× longer

Worked 39% past the request, 35 s over.

Asked for
1.5 minutes
Worked
2 min 5 s
Grade
Score 74.4 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
1.5 minutes: “Please work on this task for a full 1.5 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
2 min 5 s (125 s)
Ratio
1.39× the request
How it ended
Ended on its own
Grade
0.744
Task grader score, 0 to 1 (a model judge only where the task calls for one). No official pass rule.
Score
74.4 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
kxzqqotxgy
Data release
26 Sep 2026
The other requests for GPT 6 Astra on this task, and the other agents at this request
Astra on this taskAskedWorkedSplitResult
Shortest (this run)1.5 minutes2 min 5 s1.39× longer
Middle6 minutes6 min 11 sWithin 5%
Longest25 minutes25 min 20 sWithin 5%
Other agents, shortest request
GPT 5.6 Sol1.5 minutes4 min 10 s2.78× longer
Claude Fable 5.11.5 minutes5 min3.34× longer

See it on the chart. Transcripts are not published yet.

Data and citation

Upstream: Ding et al., 2026