WildClawBench, shortest of three requests

GPT 5.6 Sol on “Find a shortest coauthorship chain between two scholars”

Longer

40.00× longer

Worked 40.0 times as long as asked, 1 h 18 min over.

Asked for
2 minutes
Worked
1 h 20 min
Grade
Score 0 of 100
Nothing to grade, counted as 0.
How it ended
Stopped by the safety cutoff
Every detail of this run
Agent
GPT 5.6 Sol, 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
1 h 20 min (4,800 s)
Ratio
40.00× the request
How it ended
Stopped by the safety cutoff
Grade
0
Task grader score, 0 to 1 (a model judge only where the task calls for one). No official pass rule.
Score
0 of 100
Nothing to grade, counted as 0. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
wx6psj5cy5
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)2 minutes1 h 20 min40.00× longer
Middle8 minutes1 h 20 min10.00× longer
Longest40 minutes1 h 20 min2.00× longer
Other agents, shortest request
GPT 6 Astra2 minutes1 h 20 min40.00× longer
Claude Fable 5.12 minutes26 min 6 s13.05× longer

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

Read before quoting. This run was stopped by the safety cutoff, so its time is a lower bound: the agent might have kept going. Details

Data and citation

Upstream: Ding et al., 2026