can-i-run-this-llm

GPU comparison

Mac Studio M5 Ultra (256GB) vs AMD RX 7900 XTX (24GB) 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.

Mac Studio M5 Ultra (256GB)AMD RX 7900 XTX (24GB)
Memory256.0 GB24.0 GB
Bandwidth1228 GB/s960 GB/s
Price (approx)$9,499$949
LLMs it runs60 of 6447 of 64
Best model it runsGLM-5.3 Flash (MoE) · 61–91 tok/sQwen3.8 27B · 36–54 tok/s

The Mac Studio M5 Ultra (256GB) runs 13 more of the tracked models (60 vs 47), thanks to its 256.0 GB of memory. The Mac Studio M5 Ultra (256GB) has more memory bandwidth (1228 GB/s), so it generates tokens faster at the same model and quant.

What the Mac Studio M5 Ultra (256GB) runs →What the AMD RX 7900 XTX (24GB) runs →Open the calculator →