Local LLM Speed Lab

Median decode speed on home hardware · tokens/sec · lab measurements, 23–28 Sep 2026

Benchmark runs –
Models tested –
Best prose speed –
Best code speed –

Which machine is fastest?

Best run per machine, grouped by metric

Prose Code

Prose vs code speed

One dot per run · dashed line = code = prose

Recipe leaderboard

Every run, sorted by prose speed · diamond = code speed

Prose tok/s Code tok/s

All runs

Click a column header to sort

Class Machine Model Recipe Prose tok/s Code tok/s Code / Prose