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Comparison

Intel Arc B580 vs GMKtec EVO-X2 Ryzen AI Max+ 395 128GB for local LLMs

Intel Arc B580 (12GB usable, 456 GB/s) vs GMKtec EVO-X2 Ryzen AI Max+ 395 128GB (96GB usable, 256 GB/s) for local LLMs: capacity decides which models load at all, memory bandwidth decides the speed tier. Verdicts below are computed per model at each machine's best clean quant.

Intel Arc B580 and GMKtec EVO-X2 Ryzen AI Max+ 395 128GB verdicts are beta: fit is physics and holds, but speed tiers aren't calibrated yet for that hardware class.
SpecIntel Arc B580GMKtec EVO-X2 Ryzen AI Max+ 395 128GB
TypeIntel GPUGMKtec prebuilt
Memory for models12 GB VRAM96 GB GPU-usable unified
Memory bandwidth456 GB/s256 GB/s
Price$249 MSRP$3,399.99 base price
TDP190 W
BackendsVulkanROCM
Gaming (estimate)1080p-class

Specs as of 2026-07-08 / 2026-07-11 — sources on each product page. Gaming tier is estimated from FP32 compute, not a game benchmark.

What each can run, head to head

The 12 most-downloaded models we track, each graded at that machine's best clean-fit quant (llama.cpp, 8K context). Click a verdict for the full breakdown.

Intel Arc B580

$249 MSRP · as of 2026-07-08

GMKtec EVO-X2 Ryzen AI Max+ 395 128GB

$3,399.99 base price · as of 2026-07-11

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Verdicts computed from published specs and measured GGUF sizes — how the math works.