can-i-run-this-llm

GPU comparison

NVIDIA RTX 5080 (16GB) 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 64 tracked models each one can run.

NVIDIA RTX 5080 (16GB)Intel Arc B580 (12GB)
Memory16.0 GB12.0 GB
Bandwidth960 GB/s456 GB/s
Price (approx)$1,399$289
LLMs it runs45 of 6427 of 64
Best model it runsQwen3.8 27B · 54–82 tok/sDevstral Small 2 24B · 32–48 tok/s

The NVIDIA RTX 5080 (16GB) runs 18 more of the tracked models (45 vs 27), thanks to its 16.0 GB of memory. The NVIDIA RTX 5080 (16GB) has more memory bandwidth (960 GB/s), so it generates tokens faster at the same model and quant.

What the NVIDIA RTX 5080 (16GB) runs →What the Intel Arc B580 (12GB) runs →Open the calculator →