How to Read Open-Source LLM Leaderboards Without Lying
Four LLM leaderboards plus the model card: what each measures, the methodology traps that shift the numbers, and a recipe for picking a model.
Tag
#methodology
How to Evaluate Local LLMs on Your Own Workload (September 2026)
Why general benchmarks like MMLU and GPQA don't predict your results, the index-rebase trap, and a recipe for picking a local model from your own prompts.