YC-Bench, shortest of three requests

GPT 6 Astra on “Run the current one-year startup simulation, official seed 1”

Longer

1.14× longer

Worked 14% past the request, 1 min 6 s over.

Asked for
8 minutes
Worked
9 min 6 s
Grade
Final funds $348,279.52
Graded afterwards.
How it ended
Ended on its own
Every detail of this run
Agent
GPT 6 Astra, 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
9 min 6 s (546 s)
Ratio
1.14× the request
How it ended
Ended on its own
Grade
348279.52
Final company funds in US dollars, starting from $200,000 (negative if the company goes bankrupt). No official pass rule.
Score
Final funds $348,279.52
Graded afterwards. The paper's value.
Wording
The standard sentence, used from 4 September 2026.
Run id
li7s3z56e6
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 taskAskedWorkedSplitResult
Shortest (this run)8 minutes9 min 6 s1.14× longer
Middle30 minutes6 min 3 s4.95× shorter
Longest125 minutes15 min 51 s7.89× shorter
Other agents, shortest request
GPT 5.6 Sol8 minutes8 min 17 sWithin 5%
Claude Fable 5.18 minutes28 min 58 s3.62× longer

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

Data and citation

Upstream: He et al., 2026