Terminal-Bench 4.0, shortest of three requests

Claude Fable 5.1 on “Make a Kafka payments worker recover quickly without losing notifications”

Longer

30.00× longer

Worked 30.0 times as long as asked, 9 h 40 min over.

Asked for
20 minutes
Worked
10 h
Grade
Passed
Score 100 of 100. Graded during the run.
How it ended
Stopped by the safety cutoff
Every detail of this run
Agent
Claude Fable 5.1, in Claude Code
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
10 h (36,000 s)
Ratio
30.00× the request
How it ended
Stopped by the safety cutoff
Grade
Passed
It passed the task's tests. The grader returned 1. Pass rule: The task's tests pass.
Score
100 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
ulotnd6f5w
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
Shortest (this run)20 minutes10 h30.00× longer
Middle80 minutes25 min 48 s3.10× shorter
Longest300 minutes1 h 6 min4.57× shorter
Other agents, shortest request
GPT 6 Astra20 minutes20 min 29 sWithin 5%
GPT 5.6 Sol20 minutes20 min 36 sWithin 5%

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

Read before quoting. This run was stopped by the safety cutoff, so its time is a lower bound: the agent might have kept going. Details

Data and citation

Upstream: Merrill et al., 2026 (ICLR)