API Load Testing Strategies
Complete Guide to Performance Testing, Stress Testing, and Load Testing Best Practices
Understanding API Load Testing
vs. throughput). Use profiling tools to identify performance hotspots
queries, and infrastructure monitoring to understand resource constraints.
Optimize based on findings: fix slow database queries, add caching where appropriate, optimize API endpoints, scale
database metrics (query time, connection pool), and business metrics (
for each metric based on your SLA requirements. Monitor trends over time, not just absolute values.
How do I identify performance bottlenecks?
Frequently asked questions
What is a performance budget?
What is a performance budget?
A performance budget sets limits on key metrics (response time, error rate, throughput) that must not be exceeded.
A performance budget sets limits on key metrics (response time, error rate, throughput) that must not be exceeded.
Used in CI/CD to fail builds if performa?
Used in CI/CD to fail builds if performance degrades. Examples: P95 response time < 500ms, error rate < 0.1%,
throughput > 1000 RPS. Performance bu?
throughput > 1000 RPS. Performance budgets prevent performance regressions and ensure consistent performance.
▶ Try it live
Everything above runs in your browser — open Earthquake Wave Propagation Simulation and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.