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Hardware comparison

MacBook Pro / Mac Studio M4 Max (48GB) vs NVIDIA RTX Pro 6000 Blackwell (96GB) for local LLMs

How the two stack up for running open-source LLMs locally — memory, bandwidth, price, and how many of the 69 tracked models each one can run.

Scroll sideways to compare both machines. Keyboard: focus the table, then use the arrow keys. Metric names stay visible.

MacBook Pro / Mac Studio M4 Max (48GB) compared with NVIDIA RTX Pro 6000 Blackwell (96GB) for local LLM inference
HardwareMacBook Pro / Mac Studio M4 Max (48GB)NVIDIA RTX Pro 6000 Blackwell (96GB)
Memory48.0 GB96.0 GB (better for this comparison)
Bandwidth546 GB/s1792 GB/s (better for this comparison)
Price (approx)$3,199Complete system$12,999GPU only · host PC required, sold separately
LLMs it runs54 of 6962 of 69 (better for this comparison)
Best model it runsGemma 4 31BQ6_K · estimated 13–19 tok/sGemma 4 31BFP16 · estimated 20–30 tok/s

These prices cover different purchases: a GPU card excludes its required host PC; a complete system includes the machine. No price winner is marked. Prices are approximate catalog estimates; check current configurations and prices before buying.

The recommended quants differ. These estimated speeds are not a like-for-like comparison. Estimates use 4,096 context tokens, llama.cpp and one stream.

The NVIDIA RTX Pro 6000 Blackwell (96GB) runs 8 more of the tracked models (62 vs 54), thanks to its 96.0 GB of memory. The NVIDIA RTX Pro 6000 Blackwell (96GB) has more memory bandwidth (1792 GB/s). Higher bandwidth can help generation speed, but model, quant, architecture and runtime also affect the estimates.

What the MacBook Pro / Mac Studio M4 Max (48GB) runs →What the NVIDIA RTX Pro 6000 Blackwell (96GB) runs →Open the calculator →