YC-Bench tests whether agents maintain strategy for a simulated year
YC-Bench gives agents a simulated startup, limited recent context, persistent scratchpad, cash flow, employees and adversarial clients over a one-year operating horizon.
Why it matters: Long tasks fail through stale memory, inconsistent rules and delayed consequences that short benchmarks and immediate feedback loops rarely expose.