YC-Bench, longest of three requests

GPT 5.6 Sol on “Run the current one-year startup simulation, official seed 2”

Shorter

5.31× shorter

Stopped at 19% of the time asked, 1 h 41 min short.

Asked for
125 minutes
Worked
23 min 32 s
Grade
Final funds $320,505.49
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
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
23 min 32 s (1,412 s)
Ratio
0.19× the request
How it ended
Ended on its own
Grade
320505.49
Final company funds in US dollars, starting from $200,000 (negative if the company goes bankrupt). No official pass rule.
Score
Final funds $320,505.49
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
uzsczb2ef3
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
Shortest8 minutes8 min 36 s1.07× longer
Middle30 minutes35 min 34 s1.19× longer
Longest (this run)125 minutes23 min 32 s5.31× shorter
Other agents, longest request
GPT 6 Astra125 minutes11 min 4 s11.30× shorter
Claude Fable 5.1125 minutes1 h 34 min1.33× shorter

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

Data and citation

Upstream: He et al., 2026