Mean Latency Up, Median Down: Single Metrics Hide Real Performance
The post shows a web service rollout where mean latency rose 9%, median fell 46%, and p99 jumped 119%, illustrating how single‑metric summaries hide bimodal distributions. It advocates using density plots, CDFs, and shift functions so engineers can see the full performance story instead of being misled by the mean.