Agent Benchmarking
Learn to measure and compare AI agent performance using standardized benchmarks
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Standardized benchmark frameworks provide consistent, reproducible evaluation across agents. Instead of creating custom tests, use established benchmarks that the AI community trusts. This allows direct comparison with other agents and gives you credible performance numbers.
Interactive: Framework Explorer
Select a benchmark framework to explore its details and use cases:
HumanEval
Industry-standard for code generation. Widely used, reproducible, evaluates correctness.
Interactive: Framework Comparison Tool
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No single benchmark tells the full story. A code agent might excel on HumanEval but struggle with TruthfulQA. Use 2-3 complementary benchmarks that cover your agent's key capabilities: accuracy, safety, and domain expertise. This provides a holistic view of strengths and weaknesses.