TUA-Bench, middle of three requests

Claude Fable 5.1 on “Extract gym auditorium”

Longer

4.19× longer

Worked 319% past the request, 15 min 57 s over.

Asked for
5 minutes
Worked
20 min 57 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
5 minutes: “Please work on this task for a full 5 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
20 min 57 s (1,257 s)
Ratio
4.19× 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
xbpmcsl6au
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
Shortest1.25 minutes21 min 32 s17.23× longer
Middle (this run)5 minutes20 min 57 s4.19× longer
Longest20 minutes22 min 12 s1.11× longer
Other agents, middle request
GPT 6 Astra5 minutes6 min 7 s1.22× longer
GPT 5.6 Sol5 minutes6 min 20 s1.27× longer
Muse Spark 1.35 minutes8 min 31 s1.70× longer

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

Data and citation

Upstream: Chen et al., 2026