can-i-run-this-llm

GPU comparison

NVIDIA DGX Spark (GB10, 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 34 tracked models each one can run.

NVIDIA DGX Spark (GB10, 128GB)NVIDIA RTX Pro 6000 Blackwell (96GB)
Memory128.0 GB96.0 GB
Bandwidth273 GB/s1792 GB/s
Price (approx)$4,699$12,999
LLMs it runs30 of 3430 of 34
Best model it runsGemma 4 31B · 11–16 tok/sGemma 4 31B · 20–30 tok/s

Both run the same number of models, but the NVIDIA DGX Spark (GB10, 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), so it generates tokens faster at the same model and quant.

What the NVIDIA DGX Spark (GB10, 128GB) runs →What the NVIDIA RTX Pro 6000 Blackwell (96GB) runs →Open the calculator →