WildClawBench, middle of three requests

GPT 5.6 Sol on “Optimize 30 calendar events plus 15 meeting requests under constraints”

Longer

1.79× longer

Worked 79% past the request, 3 min 9 s over.

Asked for
4 minutes
Worked
7 min 9 s
Grade
Score 100 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
4 minutes: “Please work on this task for a full 4 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
7 min 9 s (429 s)
Ratio
1.79× the request
How it ended
Ended on its own
Grade
1
Task grader score, 0 to 1 (a model judge only where the task calls for one). No official pass rule.
Score
100 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
k7qudcqfsm
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
Shortest1 minute7 min 45 s7.75× longer
Middle (this run)4 minutes7 min 9 s1.79× longer
Longest15 minutes11 min 9 s1.34× shorter
Other agents, middle request
GPT 6 Astra4 minutes4 min 14 s1.06× longer
Claude Fable 5.14 minutes7 min 12 s1.80× longer

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

Data and citation

Upstream: Ding et al., 2026