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GPU comparison

NVIDIA RTX 3060 (12GB) vs NVIDIA RTX 6000 Ada (48GB) for local LLMs

How the two stack up for running open-source LLMs locally — memory, bandwidth, price, and how many of the 18 tracked models each one can run.

NVIDIA RTX 3060 (12GB)NVIDIA RTX 6000 Ada (48GB)
Memory12.0 GB48.0 GB
Bandwidth360 GB/s960 GB/s
Price (approx)$289$6,800
LLMs it runs8 of 1816 of 18
Best model it runsGemma 4 12B · 31–46 tok/sGemma 4 31B · 21–31 tok/s

The NVIDIA RTX 6000 Ada (48GB) runs 8 more of the tracked models (16 vs 8), thanks to its 48.0 GB of memory. The NVIDIA RTX 6000 Ada (48GB) has more memory bandwidth (960 GB/s), so it generates tokens faster at the same model and quant.

What the NVIDIA RTX 3060 (12GB) runs →What the NVIDIA RTX 6000 Ada (48GB) runs →Open the calculator →