TUA-Bench, middle of three requests

Claude Fable 5.1 on “Place heater for sensors”

Longer

1.47× longer

Worked 47% past the request, 6 min 59 s over.

Asked for
15 minutes
Worked
21 min 59 s
Grade
Did not pass
Score 66 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
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
21 min 59 s (1,319 s)
Ratio
1.47× the request
How it ended
Ended on its own
Grade
Did not pass
It did not complete the task in full. The grader returned 0.66. Pass rule: Full completion: a reward of 1 on the final state.
Score
66 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
ykszyzuvto
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
Shortest4 minutes2 h30.00× longer
Middle (this run)15 minutes21 min 59 s1.47× longer
Longest60 minutes26 min 57 s2.23× shorter
Other agents, middle request
GPT 6 Astra15 minutes15 min 29 sWithin 5%
GPT 5.6 Sol15 minutes9 min 34 s1.57× shorter

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

Data and citation

Upstream: Chen et al., 2026