Tag: LLM evaluation

Latency and Cost in LLM Evaluation: Why Performance Metrics Matter

Learn why latency and cost are now critical first-class metrics in LLM evaluation and how to optimize TTFT and token throughput for production AI.

Correlation Between Offline Scores and Real-World LLM Performance: The Evaluation Gap

Discover the hidden gap between LLM benchmark scores and actual production performance. Learn why offline metrics fail and how to build a reliable evaluation framework.