LLM evaluation How Do I Evaluate and Benchmark LLMs for My Specific Use Case? A Practical Guide for 2026 A practical guide to evaluating LLMs for your specific use case. Learn the three dimensions of evaluation—quality, safety, and business impact—and build a systematic approach that goes beyond public benchmarks like MMLU.