Agents' Last Exam, shortest of three requests

Claude Fable 5.1 on “Build a clean retail SQLite warehouse from messy inputs”

Longer

2.63× longer

Worked 163% past the request, 8 min 10 s over.

Asked for
5 minutes
Worked
13 min 10 s
Grade
Did not pass
Score 83.3 of 100. Graded afterwards.
How it ended
Ended on its own
Every detail of this run
Agent
Claude Fable 5.1, in Claude Code
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
13 min 10 s (790 s)
Ratio
2.63× the request
How it ended
Ended on its own
Grade
Did not pass
It did not pass the task's checker in full. The grader returned 0.833. Pass rule: Full pass: a checker score of 1.
Score
83.3 of 100
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
2ousb4iiwk
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)5 minutes13 min 10 s2.63× longer
Middle20 minutes17 min 57 s1.11× shorter
Longest80 minutes22 min 37 s3.54× shorter
Other agents, shortest request
GPT 6 Astra5 minutes5 min 9 sWithin 5%
GPT 5.6 Sol5 minutes6 min 9 s1.23× longer

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Data and citation

Upstream: Sun et al., 2026