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AI Project Evaluation Framework: A Practical Guide to 5 Levels and 30 Key Metrics

May 12, 2026·3 min

AI Project Evaluation Framework: A Practical Guide to 5 Levels and 30 Key Metrics

A battle-tested AI project evaluation framework covering 5 levels and 30 core metrics—model quality, UX, system efficiency, business value, and data loops—to scientifically assess LLM Agent performance.