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GPU comparison

NVIDIA RTX 3090 (24GB) vs Intel Arc B580 (12GB) 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 3090 (24GB)Intel Arc B580 (12GB)
Memory24.0 GB12.0 GB
Bandwidth936 GB/s456 GB/s
Price (approx)$1,099$289
LLMs it runs25 of 3413 of 34
Best model it runsGemma 4 31B · 39–58 tok/sDevstral Small 2 24B · 32–48 tok/s

The NVIDIA RTX 3090 (24GB) runs 12 more of the tracked models (25 vs 13), thanks to its 24.0 GB of memory. The NVIDIA RTX 3090 (24GB) has more memory bandwidth (936 GB/s), so it generates tokens faster at the same model and quant.

What the NVIDIA RTX 3090 (24GB) runs →What the Intel Arc B580 (12GB) runs →Open the calculator →