OpenAI engineer: GPT-5 felt slow not due to latency but because it emitted too many tokens

npew · x · 2026-10-29

An OpenAI engineer recounts that after GPT-5's launch, user feedback consistently said "love the model, so slow." Investigation showed the bottleneck wasn't time-to-first-byte — the model simply generated too many tokens. The fix came from a full model generation spent obsessing over token efficiency, cutting output length to reduce perceived latency.

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