KDnuggets sets out nine metrics for measuring LLM inference performance, from time to first token and end-to-end latency...

KDnuggets sets out nine metrics for measuring LLM inference performance, from time to first token and end-to-end latency to requests and tokens per second, plus goodput, the share of requests hitting every service-level target. It warns that high throughput does not mean a fast reply, and that tools define these differently, so numbers only compare when formulas match. https://www.kdnuggets.com/9-key-llm-inference-metrics-explained-in-5-minutes #AIagent #AI #GenAI #AIinfra