Agents' Last Exam, middle of three requests

Claude Fable 5.1 on “Build a reusable HST ACS/WFC visit-reduction pipeline”

Shorter

1.10× shorter

Stopped at 91% of the time asked, 1 min 52 s short.

Asked for
20 minutes
Worked
18 min 8 s
Grade
Did not pass
Score 93.9 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
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
18 min 8 s (1,088 s)
Ratio
0.91× 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 0.939. Pass rule: Full pass: a checker score of 1.
Score
93.9 of 100
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
jm3ms7rgbe
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
Shortest5 minutes47 min 42 s9.54× longer
Middle (this run)20 minutes18 min 8 s1.10× shorter
Longest80 minutes38 min 10 s2.10× shorter
Other agents, middle request
GPT 6 Astra20 minutes20 min 10 sWithin 5%
GPT 5.6 Sol20 minutes20 min 19 sWithin 5%

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Data and citation

Upstream: Sun et al., 2026