API Latency Tester

Generate a latency test script that measures p50/p95 for your endpoint.

Result
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What the API Latency Tester — Free Online Tool does

The API Latency Tester is a browser page for measuring LLM API performance: time-to-first-token, total response time, throughput and regional variation. It is aimed at developers and platform teams who need evidence before choosing a provider or region for latency-sensitive work such as chat and voice. The page frames what to measure and why averages hide tail latency. Results depend on your network path, region and payload size, so test from an environment that resembles production.

How to use it

  1. Open the API Latency Tester.
  2. Choose the endpoint and model you want to measure.
  3. Send the same prompt repeatedly to capture time-to-first-token and total latency.
  4. Repeat the test from each region or network you care about.
  5. Compare p50 and p95 figures, then retest at peak hours before committing.

FAQ

What should I measure?

Time-to-first-token, total latency, throughput in tokens per second and error rate. Track percentiles such as p50 and p95, because averages hide the slow requests that users actually notice.

Why does time-to-first-token matter?

In streaming chat, users see the first words before the answer is complete, so time-to-first-token drives perceived speed more than total completion time. A slow first token feels broken even if the full answer is fast.

Do results differ by region?

Yes. Physical distance, peering and provider capacity all add latency, which is why the same model can feel fast in one region and slow in another. Test from where your users are.

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Canonical pricing and plans: plugsky.com/#sec-pricing · Terms · SLA · Docs

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