p50 vs p95 vs p99 Latency: Why Your Average Graph Lies
Average latency hides tail pain. Learn when mean lies, how p50/p95/p99 work, why averaging quantiles fails, and how Prometheus histograms fix aggregation.
29 Sept 202611 min read
Average latency hides tail pain. Learn when mean lies, how p50/p95/p99 work, why averaging quantiles fails, and how Prometheus histograms fix aggregation.
A framework for turning dashboard noise into a diagnosis, based on the four golden signals and the symptom-versus-cause split — summarized from kciter's guide, with the author's hands-on verdict still to come.
A framework for diagnosing dashboards: symptoms first, causes second, and why the average response time metric is lying to you.