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Performance Testing Playground

Performance is a distribution, not a number. Drive the load up and watch latency percentiles, throughput, and error rate move — then make a budget (thresholds) decide whether the run passes.

The same idea powers tools like k6, where thresholds turn performance budgets into CI gates.

Load profile (server capacity ≈ 80 VUs)

Latency distribution

p50
200ms
p95
404ms
p99
676ms
Throughput
183.3req/s
Error rate
0.0%
Requests
11000

Budget (thresholds)

  • p95 latency (ms)actual: 404✓
  • error rateactual: 0✓
  • throughput (req/s)actual: 183.3✓
✓ Budget met — this run passes its SLOs.