TUA-Bench, longest of three requests

Claude Fable 5.1 on “Daily email report”

Shorter

11.67× shorter

Stopped at 9% of the time asked, 22 min 52 s short.

Asked for
25 minutes
Worked
2 min 9 s
Grade
Passed
Score 100 of 100. Graded during the run.
How it ended
Ended on its own
Every detail of this run
Agent
Claude Fable 5.1, in Claude Code
Benchmark
TUA-Bench
Asked for
25 minutes: “Please work on this task for a full 25 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
2 min 9 s (129 s)
Ratio
0.09× the request
How it ended
Ended on its own
Grade
Passed
It completed the task in full. The grader returned 1. Pass rule: Full completion: a reward of 1 on the final state.
Score
100 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
bbhm5wo4xw
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
Shortest1.5 minutes1 min 11 s1.26× shorter
Middle6 minutes2 min 22 s2.53× shorter
Longest (this run)25 minutes2 min 9 s11.67× shorter
Other agents, longest request
GPT 6 Astra25 minutes25 min 15 sWithin 5%
GPT 5.6 Sol25 minutes25 min 40 sWithin 5%
Muse Spark 1.325 minutes2 min 10 s11.54× shorter

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Data and citation

Upstream: Chen et al., 2026