can-i-run-this-llm

GPU comparison

MacBook Air/Pro M5 (32GB) vs Mac mini M6 (32GB) 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.

MacBook Air/Pro M5 (32GB)Mac mini M6 (32GB)
Memory32.0 GB32.0 GB
Bandwidth153 GB/s170 GB/s
Price (approx)$1,499$1,299
LLMs it runs47 of 6447 of 64
Best model it runsQwen3.8 27B · 9–13 tok/sQwen3.8 27B · 10–15 tok/s

The MacBook Air/Pro M5 (32GB) and Mac mini M6 (32GB) run the same set of tracked models; pick on price and ecosystem. The Mac mini M6 (32GB) has more memory bandwidth (170 GB/s), so it generates tokens faster at the same model and quant.

What the MacBook Air/Pro M5 (32GB) runs →What the Mac mini M6 (32GB) runs →Open the calculator →