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Hardware comparison

MacBook Pro / Mac Studio M4 Max (128GB) 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 (128GB) compared with NVIDIA RTX Pro 6000 Blackwell (96GB) for local LLM inference
HardwareMacBook Pro / Mac Studio M4 Max (128GB)NVIDIA RTX Pro 6000 Blackwell (96GB)
Memory128.0 GB (better for this comparison)96.0 GB
Bandwidth546 GB/s1792 GB/s (better for this comparison)
Price (approx)$4,699Complete system$12,999GPU only · host PC required, sold separately
LLMs it runs62 of 6962 of 69
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.

Both run the same number of models, but the MacBook Pro / Mac Studio M4 Max (128GB) has more memory (128.0 GB), so it can hold larger models at higher quality. 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 (128GB) runs →What the NVIDIA RTX Pro 6000 Blackwell (96GB) runs →Open the calculator →