AppWorld, longest of three requests

Claude Fable 5.1 on “Build a recruiting CSV and archive each candidate’s attachments”

Shorter

2.55× shorter

Stopped at 39% of the time asked, 15 min 13 s short.

Asked for
25 minutes
Worked
9 min 47 s
Grade
Did not pass
Score 0 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
AppWorld
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
9 min 47 s (587 s)
Ratio
0.39× the request
How it ended
Ended on its own
Grade
Did not pass
It did not pass every final-state test. The grader returned 0. Pass rule: Every final-state test passes.
Score
0 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
roupz7nryx
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 minutes2 min 28 s1.65× longer
Middle6 minutes5 min 11 s1.16× shorter
Longest (this run)25 minutes9 min 47 s2.55× shorter
Other agents, longest request
GPT 6 Astra25 minutes25 min 46 sWithin 5%
GPT 5.6 Sol25 minutes26 min 4 sWithin 5%

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Data and citation

Upstream: Trivedi et al., 2024 (ACL)