can-i-run-this-llm

GPU comparison

MacBook Pro M4 Pro (48GB) vs MacBook Air/Pro M5 (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 M4 Pro (48GB)MacBook Air/Pro M5 (16GB)
Memory48.0 GB16.0 GB
Bandwidth273 GB/s153 GB/s
Price (approx)$2,399$1,099
LLMs it runs49 of 6427 of 64
Best model it runsQwen3.8 27B · 12–19 tok/sDevstral Small 2 24B · 10–15 tok/s

The MacBook Pro M4 Pro (48GB) runs 22 more of the tracked models (49 vs 27), thanks to its 48.0 GB of memory. The MacBook Pro M4 Pro (48GB) has more memory bandwidth (273 GB/s), so it generates tokens faster at the same model and quant.

What the MacBook Pro M4 Pro (48GB) runs →What the MacBook Air/Pro M5 (16GB) runs →Open the calculator →