WildClawBench, shortest of three requests

GPT 6 Astra 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 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
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
c5udagfmf6
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 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 5.6 Sol2 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