WildClawBench, longest of three requests

GPT 5.6 Sol on “Solve and render a color Link-a-Pix puzzle, then identify the scene”

Shorter

4.71× shorter

Stopped at 21% of the time asked, 23 min 38 s short.

Asked for
30 minutes
Worked
6 min 22 s
Grade
Score 70 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
30 minutes: “Please work on this task for a full 30 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
6 min 22 s (382 s)
Ratio
0.21× the request
How it ended
Ended on its own
Grade
0.7
Task grader score, 0 to 1 (a model judge only where the task calls for one). No official pass rule.
Score
70 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
wnjjuaabaf
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
Shortest2 minutes6 min 12 s3.10× longer
Middle8 minutes8 min 32 s1.07× longer
Longest (this run)30 minutes6 min 22 s4.71× shorter
Other agents, longest request
GPT 6 Astra30 minutes30 min 15 sWithin 5%
Claude Fable 5.130 minutes4 min 9 s7.22× shorter

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

Data and citation

Upstream: Ding et al., 2026