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Most people seem obsessed with token generation speed, but isn’t prefill the real bottleneck? Am I missing something?

Via r/LocalLlama
Wednesday, May 6, 2026 · 8:02PM
Summary

I read this sub every day and I keep seeing benchmarks and discussions focused almost entirely on tokens/s generation speed. Prompt processing speed barely gets mentioned. From my own experience running a bunch of different models on different GPUs for all kinds of tasks, the prefill stage is usuall

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