WildClawBench, longest of three requests

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

Within 5%

Within 5%

Worked 101% of the time asked, within 5% of it.

Asked for
25 minutes
Worked
25 min 20 s
Grade
Score 69.2 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
25 minutes: “Please work on this task for a full 25 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
25 min 20 s (1,520 s)
Ratio
1.01× the request
How it ended
Ended on its own
Grade
0.692
Task grader score, 0 to 1 (a model judge only where the task calls for one). No official pass rule.
Score
69.2 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
empug2otr3
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
Shortest1.5 minutes2 min 5 s1.39× longer
Middle6 minutes6 min 11 sWithin 5%
Longest (this run)25 minutes25 min 20 sWithin 5%
Other agents, longest request
GPT 5.6 Sol25 minutes26 min 6 sWithin 5%
Claude Fable 5.125 minutes7 min 9 s3.50× shorter

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

Data and citation

Upstream: Ding et al., 2026