can-i-run-this-llm

GPU comparison

MacBook Pro / Mac Studio M4 Max (128GB) vs Mac mini M6 (16GB) 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 Pro / Mac Studio M4 Max (128GB)Mac mini M6 (16GB)
Memory128.0 GB16.0 GB
Bandwidth546 GB/s153 GB/s
Price (approx)$4,699$899
LLMs it runs57 of 6427 of 64
Best model it runsQwen3.8 Flash Next (MoE) · 74–110 tok/sDevstral Small 2 24B · 10–15 tok/s

The MacBook Pro / Mac Studio M4 Max (128GB) runs 30 more of the tracked models (57 vs 27), thanks to its 128.0 GB of memory. The MacBook Pro / Mac Studio M4 Max (128GB) has more memory bandwidth (546 GB/s), so it generates tokens faster at the same model and quant.

What the MacBook Pro / Mac Studio M4 Max (128GB) runs →What the Mac mini M6 (16GB) runs →Open the calculator →