First-token latency is fast, but the reasoning model's answer takes seconds. What do you check?

Diagnose a stream that begins quickly but produces useful answer content late. Compare generation, parser and client clocks, then test a reasoning budget without hiding truncated or incorrect responses.

Updated Oct 2026 · Learn how AI infrastructure works through explanations, worked examples and diagrams, then practise applying it to interview questions.