Agent Evaluation

About Agent Evaluation

Testing and benchmarking LLM-driven agents — including behavioral testing, capability assessment, reliability metrics, and production monitoring — highlighting that even top agents score below 50% on real-world benchmarks. Use when: agent testing, agent evaluation, benchmarking agents, assessing agent reliability, or testing agents.

对 LLM 驱动的代理（agents）进行测试与基准评估，包括行为测试、能力评估、可靠性指标和生产监控——并指出即使表现最好的代理在真实世界基准上也常低于 50%。适用场景：代理测试、代理评估、基准代理、代理可靠性、测试代理。