Percentile Vs Percentage

Percentiles can show real-time performance but can’t be mathematically aggregated

Yet business reports need aggregate latency metrics across services

One solution is to use percentiles for operations, percentages for business reporting

Operational: “95th percentile latency ≤ 500ms”

Business: “95% of requests complete in < 500ms”