Agents' Last Exam, longest of three requests

Claude Fable 5.1 on “Complete an end-to-end Odoo supply-chain workflow”

Shorter

1.11× shorter

Stopped at 90% of the time asked, 8 min 5 s short.

Asked for
80 minutes
Worked
1 h 12 min
Grade
Did not pass
Score 88 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
Asked for
80 minutes: “Please work on this task for a full 80 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
1 h 12 min (4,315 s)
Ratio
0.90× 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 0.88. Pass rule: Full pass: a checker score of 1.
Score
88 of 100
Graded during the run. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
wqm4hxktmc
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 minutes1 h 25 min17.01× longer
Middle20 minutes26 min 5 s1.30× longer
Longest (this run)80 minutes1 h 12 min1.11× shorter
Other agents, longest request
GPT 6 Astra80 minutes1 h 21 minWithin 5%
GPT 5.6 Sol80 minutes2 h 50 min2.13× longer

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

Data and citation

Upstream: Sun et al., 2026