WildClawBench, longest of three requests

GPT 6 Astra 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 6 Astra, 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
nho7zljrmd
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
Shortest1.25 minutes1 min 28 s1.17× longer
Middle5 minutes40 min8.00× longer
Longest (this run)20 minutes40 min 1 s2.00× longer
Other agents, longest request
GPT 5.6 Sol20 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