WildClawBench, shortest of three requests

GPT 5.6 Sol on “Build a Chinese academic homepage from a resume and visual reference”

Longer

2.78× longer

Worked 178% past the request, 2 min 40 s over.

Asked for
1.5 minutes
Worked
4 min 10 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 5.6 Sol, 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
4 min 10 s (250 s)
Ratio
2.78× 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
wyw3zin4xo
Data release
26 Sep 2026
The other requests for GPT 5.6 Sol on this task, and the other agents at this request
Sol on this taskAskedWorkedSplitResult
Shortest (this run)1.5 minutes4 min 10 s2.78× longer
Middle6 minutes6 min 23 s1.06× longer
Longest25 minutes26 min 6 sWithin 5%
Other agents, shortest request
GPT 6 Astra1.5 minutes2 min 5 s1.39× 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