AI 101

Throughput

Also known as: tokens per second

Inference

Throughput is the sustained rate of output — e.g., tokens/second, or requests/minute. It’s the measure of how much work a system can keep doing.

  • Latency = how fast one request is.
  • Throughput = how much total work gets done.

Batching and hardware scale mostly buy throughput.

For a product: latency makes one user happy; throughput makes *all* users happy at once. High-traffic services optimize throughput first.