LLM Benchmarks Explained: MMLU, HumanEval and How to Read Them
MMLU and HumanEval are the two most quoted LLM benchmarks in the world. Here is what each actually measures, why scores are not comparable across vendors, and how to avoid the most common benchmark trap.