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GPU comparison

Mac Studio M3 Ultra (96GB) vs NVIDIA RTX 5070 (12GB) for local LLMs

How the two stack up for running open-source LLMs locally — memory, bandwidth, price, and how many of the 48 tracked models each one can run.

Mac Studio M3 Ultra (96GB)NVIDIA RTX 5070 (12GB)
Memory96.0 GB12.0 GB
Bandwidth819 GB/s672 GB/s
Price (approx)$5,299$629
LLMs it runs41 of 4819 of 48
Best model it runsGemma 4 31B · 15–22 tok/sDevstral Small 2 24B · 45–68 tok/s

The Mac Studio M3 Ultra (96GB) runs 22 more of the tracked models (41 vs 19), 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 Mac Studio M3 Ultra (96GB) runs →What the NVIDIA RTX 5070 (12GB) runs →Open the calculator →