YC-Bench, longest of three requests

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

Shorter

2.06× shorter

Stopped at 49% of the time asked, 1 h 4 min short.

Asked for
125 minutes
Worked
1 h 1 min
Grade
Final funds $1,505,803.16
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
1 h 1 min (3,640 s)
Ratio
0.49× the request
How it ended
Ended on its own
Grade
1505803.16
Final company funds in US dollars, starting from $200,000 (negative if the company goes bankrupt). No official pass rule.
Score
Final funds $1,505,803.16
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
ifw4r2fjsn
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 minutes14 min 1 s1.75× longer
Middle30 minutes30 min 14 sWithin 5%
Longest (this run)125 minutes1 h 1 min2.06× shorter
Other agents, longest request
GPT 6 Astra125 minutes2 h 13 min1.06× longer
Claude Fable 5.1125 minutes1 h 3 min1.99× shorter

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

Data and citation

Upstream: He et al., 2026