Prompt
Do I need performance testing for public APIs?
Latest observation
Oct 6, 2026
OpenAI APIWeb search: off
Usually yes—if your API is public, performance testing is generally worth doing.
Why it matters
Public APIs are exposed to:
- Unknown traffic patterns
- Burst usage
- Abuse or accidental overload
- External clients you don’t control
- SLA / reliability expectations
Performance testing helps you verify:
- Latency under normal and peak load
- Throughput limits
- Scalability as traffic grows
- Stability during spikes
- Failure behavior when dependencies slow down or fail
When it’s especially important
You should strongly consider it if your API:
- Has paid customers or external consumers
- Powers mobile/web apps with user-facing latency concerns
- Supports critical workflows like payments, auth, order processing
- Is expected to handle bursty events or seasonal spikes
- Has rate limits, caching, queues, or other capacity-sensitive behavior
What kind of testing
For public APIs, common performance tests include:
- Load testing: expected traffic
- Stress testing: beyond expected traffic
- Spike testing: sudden bursts
- Soak testing: sustained traffic over time
- Capacity testing: find max safe throughput
If you’re early-stage
Even if you don’t do a full test suite, at least benchmark:
- key endpoints
- database-heavy operations
- authentication/token flows
- third-party integration paths
Practical rule of thumb
If the API is:
- public
- business-critical
- or expected to scale
then performance testing is not optional in practice—it’s part of making it reliable.
If you want, I can give you a minimal performance testing checklist for public APIs.