YC-Bench, longest of three requests

Claude Fable 5.1 on “Run the current one-year startup simulation, official seed 1”

Shorter

3.64× shorter

Stopped at 27% of the time asked, 1 h 31 min short.

Asked for
125 minutes
Worked
34 min 22 s
Grade
Final funds $540,800.54
Graded afterwards.
How it ended
Ended on its own
Every detail of this run
Agent
Claude Fable 5.1, in Claude Code
Benchmark
YC-Bench
Asked for
125 minutes: “Please work on this task for a full 125 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
34 min 22 s (2,062 s)
Ratio
0.27× the request
How it ended
Ended on its own
Grade
540800.54
Final company funds in US dollars, starting from $200,000 (negative if the company goes bankrupt). No official pass rule.
Score
Final funds $540,800.54
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
bfk2vyubre
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
Shortest8 minutes28 min 58 s3.62× longer
Middle30 minutes28 min 20 s1.06× shorter
Longest (this run)125 minutes34 min 22 s3.64× shorter
Other agents, longest request
GPT 6 Astra125 minutes15 min 51 s7.89× shorter
GPT 5.6 Sol125 minutes35 min 7 s3.56× shorter

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

Data and citation

Upstream: He et al., 2026