can-i-run-this-llm

GPU comparison

Mac Studio M2 Ultra (192GB) vs NVIDIA RTX 3060 (12GB) for local LLMs

How the two stack up for running open-source LLMs locally — memory, bandwidth, price, and how many of the 22 tracked models each one can run.

Mac Studio M2 Ultra (192GB)NVIDIA RTX 3060 (12GB)
Memory192.0 GB12.0 GB
Bandwidth800 GB/s360 GB/s
Price (approx)$5,599$329
LLMs it runs20 of 228 of 22
Best model it runsHunyuan Hy3 (MoE) · 48–71 tok/sGemma 4 12B · 31–46 tok/s

The Mac Studio M2 Ultra (192GB) runs 12 more of the tracked models (20 vs 8), thanks to its 192.0 GB of memory. The Mac Studio M2 Ultra (192GB) has more memory bandwidth (800 GB/s), so it generates tokens faster at the same model and quant.

What the Mac Studio M2 Ultra (192GB) runs →What the NVIDIA RTX 3060 (12GB) runs →Open the calculator →