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GPU comparison

NVIDIA RTX 5080 (16GB) 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 34 tracked models each one can run.

NVIDIA RTX 5080 (16GB)NVIDIA RTX Pro 6000 Blackwell (96GB)
Memory16.0 GB96.0 GB
Bandwidth960 GB/s1792 GB/s
Price (approx)$1,399$12,999
LLMs it runs18 of 3430 of 34
Best model it runsGemma 4 26B-A4B (MoE) · 167–251 tok/sGemma 4 31B · 20–30 tok/s

The NVIDIA RTX Pro 6000 Blackwell (96GB) runs 12 more of the tracked models (30 vs 18), 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 5080 (16GB) runs →What the NVIDIA RTX Pro 6000 Blackwell (96GB) runs →Open the calculator →