GMKtec launches repackaged Strix Halo mini PC with 2x higher price

[Redaktion]

The GMKtec EVO-X3 is now available to purchase, and at the core, it's the same Strix Halo mini PC with slight improvements and a new chassis. However, if the same configurations are compared, the newer model is 2x higher in price.

https://www.notebookcheck.net/GMKtec-launches-repackaged-Strix-Halo-mini-PC-with-2x-higher-price.1335259.0.html

[No problem, because]

Qwen3.5-122B-A10B (MoE architecture) is, according to their own evaluations, is about as good as Qwen3.5-27B (dense architecture) (yes, Qwen3.6-27B been out a while ago, but no Qwen3.6-122B-A10B, I 'wonder' why): huggingface.co/Qwen/Qwen3.5-122B-A10B#benchmark-results. For the same amount of parameters, a dense model performs about 4 to 5 times better. MoE models are designed to run fast enough from RAM and dense models are designed for run from VRAM: 27B/A10B = 2.7 times speed difference, it's a speed vs size trade-off. If mini-PCs, like this EVO-X3, become so expensive, it starts to make sense to run a dense model again. All you need is a 24 GB VRAM, or more, GPU, to run a good enough quant (huggingface.co/unsloth/Qwen3.6-27B-MTP-GGUF UD-Q4_K_XL quant (17.9 GB)). Compare the price of such a GPU vs this 2x in price increase mini-PC and decide.

128 GB RAM just don't compensate enough for a MoE vs dense model. What is really needed are at least 192 GB RAM, preferably 256 GB RAM, to run quants of models like DeepSeek V4 Flash (it's still just a preview in the following AA evaluation and a final version is supposed to arrive this month/Juli), MiMo-V2.5, MiniMax-M3. See evaluations:
artificialanalysis.ai/?models=qwen3-5-122b-a10b-non-reasoning%2Cqwen3-5-122b-a10b%2Cmimo-v2-5-0424%2Cqwen3-6-27b-non-reasoning%2Cminimax-m2-7%2Cqwen3-6-35b-a3b-non-reasoning%2Cstep-3-7-flash%2Cqwen3-6-35b-a3b%2Cdeepseek-v4-flash-high%2Cqwen3-6-27b%2Cdeepseek-v4-flash-non-reasoning%2Cgpt-oss-120b-low%2Cgemma-4-31b%2Cgemma-4-31b-non-reasoning%2Cdeepseek-v4-flash%2Cmistral-medium-3-5%2Cgpt-oss-120b%2Cminimax-m3&intelligence=artificial-analysis-intelligence-index#intelligence-tabs