can-i-run-this-llm

GPU comparison

MacBook Air/Pro M4 (16GB) vs Mac Studio M3 Ultra (96GB) for local LLMs

How the two stack up for running open-source LLMs locally — memory, bandwidth, price, and how many of the 34 tracked models each one can run.

MacBook Air/Pro M4 (16GB)Mac Studio M3 Ultra (96GB)
Memory16.0 GB96.0 GB
Bandwidth120 GB/s819 GB/s
Price (approx)$1,199$5,299
LLMs it runs13 of 3430 of 34
Best model it runsDevstral Small 2 24B · 8–12 tok/sGemma 4 31B · 15–22 tok/s

The Mac Studio M3 Ultra (96GB) runs 17 more of the tracked models (30 vs 13), thanks to its 96.0 GB of memory. The Mac Studio M3 Ultra (96GB) has more memory bandwidth (819 GB/s), so it generates tokens faster at the same model and quant.

What the MacBook Air/Pro M4 (16GB) runs →What the Mac Studio M3 Ultra (96GB) runs →Open the calculator →