New local AI benchmark site ranks models by hardware, counting prefill not just decode speed

draginol · x · 2026-11-06

A new Local AI benchmark website has launched, letting users compare LLM performance by both model and hardware. The author notes the speed score accounts for prefill as well as decode speed, making it more reflective of real-world local inference experience like time-to-first-token.

Related event: New Local AI Benchmark Site Compares 31 Models Across 15 Hardware Setups(2 posts)→

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