can-i-run-this-llm

GPU comparison

Mac Studio M5 Ultra (256GB) 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.

Mac Studio M5 Ultra (256GB)Mac mini M6 (32GB)
Memory256.0 GB32.0 GB
Bandwidth1228 GB/s170 GB/s
Price (approx)$9,499$1,299
LLMs it runs60 of 6447 of 64
Best model it runsGLM-5.3 Flash (MoE) · 61–91 tok/sQwen3.8 27B · 10–15 tok/s

The Mac Studio M5 Ultra (256GB) runs 13 more of the tracked models (60 vs 47), thanks to its 256.0 GB of memory. The Mac Studio M5 Ultra (256GB) has more memory bandwidth (1228 GB/s), so it generates tokens faster at the same model and quant.

What the Mac Studio M5 Ultra (256GB) runs →What the Mac mini M6 (32GB) runs →Open the calculator →