Sunk Cost sunkcost.ai Data checked 2026-09-03

Can a Strix Halo GMKtec EVO-X3, 128GB run local LLMs?

Yes — 33 of the 39 open models on this site fit in its 96 GB of usable memory, the strongest being Qwen3.8 27B. Whether that saves you money is a different question, and the answer is usually no.

Price$3,600
Memory128 GB, about 96 GB of it addressable by the GPU at 256 GB/s
Best model it runsQwen3.8 27B — Sonnet-class, 10 tok/s
Pay-back against the APIPays back in 48 years at 500k tokens a day

Run the numbers on this machine

What it runs

ModelSpeedClassGood atMemory
Qwen3.8 27BQ4_K_M 10 tok/s Sonnet-class 19 GB
Ling 3.0 flashQ4_K_M 20 tok/s Haiku-class 82 GB
Qwen3.6 27BQ4_K_M 10 tok/s Haiku-class 19 GB
Qwen3.6 35B-A3BQ4_K_M 56 tok/s Haiku-class 23 GB
Muse Glimmer 30BQ4_K_M 11 tok/s Haiku-class 18 GB
Gemma 4 26B-A4BQ4_K_M 41 tok/s Haiku-class 18 GB
Qwen3.5 122B-A10BUD-Q4_K_M 20 tok/s Haiku-class 79 GB
Gemma 4 31B itQ4_K_M 7.4 tok/s Haiku-class 26 GB
Granite 4.2 30BQ4_K_M 7.3 tok/s Haiku-class 26 GB
GLM-4.7-FlashQ4_K_M 40 tok/s Haiku-class 20 GB
Gemma 4 12BQ4_K_M 24 tok/s Below every hosted tier 8.0 GB
Qwen3.5 9BQ4_K_M 28 tok/s Below every hosted tier 6.8 GB

21 more fit; the calculator lists them all.

The specifics

Chip
GMKtec EVO-X3 — Ryzen AI Max+ 395 · Radeon 8060S, 40 CU
Memory bandwidth
256 GB/s
Usable by the GPU
96 GB — Windows lets you dedicate up to 75% of RAM to the GPU (Variable Graphics Memory in AMD Adrenalin). On Linux the amdgpu GTT pool can be raised to roughly 108-120 GB with ttm.pages_limit / amdgpu.gttsize boot parameters. The Windows figure is used here as the conservative one. Measured GPU bandwidth is ~212-215 GB/s of the 256 GB/s theoretical, so estimates here run a little high.
Power under load
150 W (third party measured) — No separate measurement for the X3; ServeTheHome measured 147-160 W at the wall on the EVO-X2, same chip and TDP.
Availability
Shipping. Replaced the EVO-X2 in July 2026.
Sources
source 1