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GPU comparison

NVIDIA RTX 4070 (12GB) 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 22 tracked models each one can run.

NVIDIA RTX 4070 (12GB)NVIDIA RTX Pro 6000 Blackwell (96GB)
Memory12.0 GB96.0 GB
Bandwidth504 GB/s1792 GB/s
Price (approx)$549$8,999
LLMs it runs8 of 2218 of 22
Best model it runsGemma 4 12B · 42–63 tok/sGemma 4 31B · 18–28 tok/s

The NVIDIA RTX Pro 6000 Blackwell (96GB) runs 10 more of the tracked models (18 vs 8), thanks to its 96.0 GB of memory. The NVIDIA RTX Pro 6000 Blackwell (96GB) has more memory bandwidth (1792 GB/s), so it generates tokens faster at the same model and quant.

What the NVIDIA RTX 4070 (12GB) runs →What the NVIDIA RTX Pro 6000 Blackwell (96GB) runs →Open the calculator →