WildClawBench, longest of three requests

Claude Fable 5.1 on “Triage support messages, investigate hidden context, route issues, and draft replies”

Shorter

1.18× shorter

Stopped at 85% of the time asked, 2 min 19 s short.

Asked for
15 minutes
Worked
12 min 41 s
Grade
Score 77.5 of 100
Judged afterwards.
How it ended
Ended on its own
Every detail of this run
Agent
Claude Fable 5.1, in Claude Code
Benchmark
WildClawBench
Asked for
15 minutes: “Please work on this task for a full 15 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
12 min 41 s (761 s)
Ratio
0.85× the request
How it ended
Ended on its own
Grade
0.775
Task grader score, 0 to 1 (a model judge only where the task calls for one). No official pass rule.
Score
77.5 of 100
Judged afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
ug3gpkpr6h
Data release
26 Sep 2026
The other requests for Claude Fable 5.1 on this task, and the other agents at this request
Fable on this taskAskedWorkedSplitResult
Shortest1 minute10 min 3 s10.05× longer
Middle4 minutes10 min 6 s2.52× longer
Longest (this run)15 minutes12 min 41 s1.18× shorter
Other agents, longest request
GPT 6 Astra15 minutes15 min 31 sWithin 5%
GPT 5.6 Sol15 minutes16 min1.07× longer

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Data and citation

Upstream: Ding et al., 2026