YC-Bench, shortest of three requests

GPT 5.6 Sol on “Run the current one-year startup simulation, official seed 3”

Longer

1.75× longer

Worked 75% past the request, 6 min 1 s over.

Asked for
8 minutes
Worked
14 min 1 s
Grade
Final funds $701,045.07
Graded afterwards.
How it ended
Ended on its own
Every detail of this run
Agent
GPT 5.6 Sol, in Codex
Benchmark
YC-Bench
Asked for
8 minutes: “Please work on this task for a full 8 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
14 min 1 s (841 s)
Ratio
1.75× the request
How it ended
Ended on its own
Grade
701045.07
Final company funds in US dollars, starting from $200,000 (negative if the company goes bankrupt). No official pass rule.
Score
Final funds $701,045.07
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
jph7qctghe
Data release
26 Sep 2026
The other requests for GPT 5.6 Sol on this task, and the other agents at this request
Sol on this taskAskedWorkedSplitResult
Shortest (this run)8 minutes14 min 1 s1.75× longer
Middle30 minutes30 min 14 sWithin 5%
Longest125 minutes1 h 1 min2.06× shorter
Other agents, shortest request
GPT 6 Astra8 minutes8 min 16 sWithin 5%
Claude Fable 5.18 minutes44 min 16 s5.53× longer

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

Data and citation

Upstream: He et al., 2026