PACE Framework Predicts Agentic Performance Using Atomic Benchmarks

PACE constructs proxy benchmarks by selecting non-agentic evaluation instances that reliably predict performance on expensive agentic benchmarks like SWE-Bench. This allows for faster and cheaper model evaluation without the high infrastructure costs of full agentic testing.