YC-Bench, middle of three requests

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

Within 5%

Within 5%

Worked 101% of the time asked, within 5% of it.

Asked for
30 minutes
Worked
30 min 14 s
Grade
Final funds $426,209.66
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
30 minutes: “Please work on this task for a full 30 minutes. Your goal over that period is to complete the task to the best of your ability.”
Worked
30 min 14 s (1,814 s)
Ratio
1.01× the request
How it ended
Ended on its own
Grade
426209.66
Final company funds in US dollars, starting from $200,000 (negative if the company goes bankrupt). No official pass rule.
Score
Final funds $426,209.66
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
mm2ekak2oi
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
Middle (this run)30 minutes30 min 14 sWithin 5%
Longest125 minutes1 h 1 min2.06× shorter
Other agents, middle request
GPT 6 Astra30 minutes30 min 23 sWithin 5%
Claude Fable 5.130 minutes39 min 10 s1.31× longer

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Data and citation

Upstream: He et al., 2026