WildClawBench, longest of three requests

GPT 5.6 Sol on “Geolocate a street image and return country, city, and coordinates”

Longer

2.00× longer

Worked 100% past the request, 20 min 1 s over.

Asked for
20 minutes
Worked
40 min 1 s
Grade
Score 0 of 100
Nothing to grade, counted as 0.
How it ended
Stopped by an error
Every detail of this run
Agent
GPT 5.6 Sol, in Codex
Benchmark
WildClawBench
Asked for
20 minutes: “Please work on this task for a full 20 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
40 min 1 s (2,401 s)
Ratio
2.00× the request
How it ended
Stopped by an error
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
45wjzfgyiq
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
Shortest1.25 minutes40 min 1 s32.01× longer
Middle5 minutes40 min8.00× longer
Longest (this run)20 minutes40 min 1 s2.00× longer
Other agents, longest request
GPT 6 Astra20 minutes40 min 1 s2.00× longer
Claude Fable 5.120 minutes30 min 36 s1.53× longer

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

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

Data and citation

Upstream: Ding et al., 2026