YC-Bench, middle of three requests

GPT 6 Astra on “Run the current one-year startup simulation, official seed 2”

Shorter

14.04× shorter

Stopped at 7% of the time asked, 27 min 52 s short.

Asked

Worked

Safety cutoff 4 h 10 min, off the scale

Every detail of this run

Agent: GPT 6 Astra, in Codex
Benchmark: YC-Bench
Task: Run the current one-year startup simulation, official seed 2
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: 2 min 8 s (128 s)
Ratio: 0.07× the request
How it ended: Ending not labelled yet
Grade: 241074.22; Final company funds in US dollars, starting from $200,000 (negative if the company goes bankrupt). No official pass rule.
Score: Final funds $241,074.22; Graded afterwards. The paper's value.
Wording: The standard sentence, used from 4 September 2026.
Run id: ucte7q64vx
Data release: 26 Sep 2026

The other requests for GPT 6 Astra on this task, and the other agents at this request
Astra on this task	Asked	Worked	Result
Shortest	8 minutes	8 min 41 s	1.08× longer
Middle (this run)	30 minutes	2 min 8 s	14.04× shorter
Longest	125 minutes	11 min 4 s	11.30× shorter
Other agents, middle request
GPT 5.6 Sol	30 minutes	35 min 34 s	1.19× longer
Claude Fable 5.1	30 minutes	22 min 41 s	1.32× shorter

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Read before quoting. How this run ended has not been labelled yet. It is timed like every other run and counted in every number. Details

Data and citation