OOBench

Problem Statement

Evaluating non-deterministic LLM agent pipelines, structured output schemas, and multi-model tool calls requires reproducible evaluation harnesses rather than ad-hoc manual testing. OOBench provides a standardized benchmarking suite designed to measure accuracy, schema adherence, latency, and cost efficiency across edge-case tool invocations and model releases.