LLM routing — the practice of classifying each incoming request and directing it to the cheapest model that can handle it — reduces inference API costs by 40–85% while retaining 95–98% of frontier-model quality, according to RouteLLM benchmarks from LMSYS and 2026 production data from gateway providers like Requesty and …