All calculators

Free ToolClient-sideRuns locallyNo signup

Connection Pool Size Calculator

Little's law for connection pools: concurrent connections equal peak requests per second times p99 latency in seconds. Add a safety factor, then spread the pool across pods.

Every result on this page is pre-rendered with the default inputs, so the numbers are readable with JavaScript off. Results update as you type and nothing leaves your browser. Part of the Buildopsy engineering calculators.

Little's law for pools. Concurrent connections equal peak RPS times p99 latency in seconds, times a safety factor, spread across pods. Defaults mirror a 10k TPS payments switch at 45ms p99.

Live result · Pool size · Little's law, plus a safety factor.
Pool size
675
connections · RPS × p99 × safety
Pool mix
  • In flight
  • Spare
Runs locally · No data sent
Concurrent in flight
450 concurrent
Little's law output
Connections / pod
17 / pod
spread across pods

More engineering calculators

Open the hub →

LLM Token Cost Calculator · Edge Request Cost Calculator · Context Compaction Calculator · Agent Retry Cost Calculator · Error Budget Calculator · Kubernetes HPA Replica Calculator · Trace Sampling Rate Calculator · Connection Pool Size Calculator · Downtime Cost Calculator