LLM speed benchmarks: metrics & infrastructure guide

Your LLM-powered feature crushes it in staging. Then you ship it, and users sit watching a loading spinner for 30 seconds while the model thinks. Speed benchmarks exist to help you predict and prevent that experience before it hits production.