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GPU comparison

NVIDIA RTX 5090 (32GB) vs AMD RX 9070 (16GB) 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 5090 (32GB)AMD RX 9070 (16GB)
Memory32.0 GB16.0 GB
Bandwidth1792 GB/s645 GB/s
Price (approx)$4,399$569
LLMs it runs48 of 6445 of 64
Best model it runsQwen3.8 27B · 48–72 tok/sQwen3.8 27B · 38–58 tok/s

The NVIDIA RTX 5090 (32GB) runs 3 more of the tracked models (48 vs 45), thanks to its 32.0 GB of memory. The NVIDIA RTX 5090 (32GB) has more memory bandwidth (1792 GB/s), so it generates tokens faster at the same model and quant.

What the NVIDIA RTX 5090 (32GB) runs →What the AMD RX 9070 (16GB) runs →Open the calculator →