WildClawBench, shortest of three requests

GPT 6 Astra on “Solve and render a color Link-a-Pix puzzle, then identify the scene”

Longer

1.12× longer

Worked 12% past the request, 14 s over.

Asked for
2 minutes
Worked
2 min 14 s
Grade
Score 95 of 100
Graded during the run.
How it ended
Ending not labelled yet
Every detail of this run
Agent
GPT 6 Astra, in Codex
Benchmark
WildClawBench
Asked for
2 minutes: “Please work on this task for a full 2 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
2 min 14 s (134 s)
Ratio
1.12× the request
How it ended
Ending not labelled yet
Grade
0.95
Task grader score, 0 to 1 (a model judge only where the task calls for one). No official pass rule.
Score
95 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
ly264z3df6
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)2 minutes2 min 14 s1.12× longer
Middle8 minutes8 min 30 s1.06× longer
Longest30 minutes30 min 15 sWithin 5%
Other agents, shortest request
GPT 5.6 Sol2 minutes6 min 12 s3.10× longer
Claude Fable 5.12 minutes3 min 41 s1.84× longer

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

Read before quoting. How this run ended has not been labelled yet. It is timed like every other run and counted in every number. Details

Data and citation

Upstream: Ding et al., 2026