Performance Benchmarking & Load Testing for ML APIs in MLOps and Production AI
Why Benchmarking Matters
Benchmarking measures system efficiency under controlled workloads.
Key Metrics
- Latency under load
- Throughput capacity
- Error rate
Load testing ensures systems meet SLA requirements efficiently.

