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GPU comparison

MacBook Air/Pro M5 (32GB) vs Intel Arc B580 (12GB) 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 M5 (32GB)Intel Arc B580 (12GB)
Memory32.0 GB12.0 GB
Bandwidth153 GB/s456 GB/s
Price (approx)$1,499$289
LLMs it runs25 of 3413 of 34
Best model it runsGemma 4 31B · 6–9 tok/sDevstral Small 2 24B · 32–48 tok/s

The MacBook Air/Pro M5 (32GB) runs 12 more of the tracked models (25 vs 13), thanks to its 32.0 GB of memory. The Intel Arc B580 (12GB) has more memory bandwidth (456 GB/s), so it generates tokens faster at the same model and quant.

What the MacBook Air/Pro M5 (32GB) runs →What the Intel Arc B580 (12GB) runs →Open the calculator →