can-i-run-this-llm

GPU comparison

Mac mini M6 (32GB) vs Intel Arc B580 (12GB) for local LLMs

How the two stack up for running open-source LLMs locally — memory, bandwidth, price, and how many of the 64 tracked models each one can run.

Mac mini M6 (32GB)Intel Arc B580 (12GB)
Memory32.0 GB12.0 GB
Bandwidth170 GB/s456 GB/s
Price (approx)$1,299$289
LLMs it runs47 of 6427 of 64
Best model it runsQwen3.8 27B · 10–15 tok/sDevstral Small 2 24B · 32–48 tok/s

The Mac mini M6 (32GB) runs 20 more of the tracked models (47 vs 27), thanks to its 32.0 GB of memory. The Intel Arc B580 (12GB) has more memory bandwidth (456 GB/s), so it generates tokens faster at the same model and quant.

What the Mac mini M6 (32GB) runs →What the Intel Arc B580 (12GB) runs →Open the calculator →