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YC-Bench

Games · 2026-04-01

Collinear AI's long-horizon business simulation: an agent runs a simulated AI startup for one year through a CLI, starting with $200,000, choosing task contracts, assigning eight employees, building client trust and avoiding adversarial clients while payroll grows, with only a 20-round context and a persistent scratchpad. The leaderboard score is final net worth in USD on the default preset, averaged over three seeded worlds with a bankrupt run counted as zero; it is unbounded and heavy-tailed.

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