ASUS Ascent GX10 128GB vs GMKtec EVO-X2 Ryzen AI Max+ 395 128GB

For running models locally, priced in Germany. At 32k context the first runs 42 models fully in memory, the second 41.

In short

Both have 128 GB of memory for models; the ASUS Ascent GX10 128GB has 273 GB/s of bandwidth and the GMKtec EVO-X2 Ryzen AI Max+ 395 128GB 256 GB/s. At 32k context the ASUS Ascent GX10 128GB runs 42 of the models we track fully in memory and the GMKtec EVO-X2 Ryzen AI Max+ 395 128GB 41; only the ASUS Ascent GX10 128GB holds GLM 5.3 Flash. On the models both run fully in memory, the ASUS Ascent GX10 128GB is about 1.2× as fast as the GMKtec EVO-X2 Ryzen AI Max+ 395 128GB (estimated, median across models).

Updated . Speeds are estimates; how they are worked out.

Specifications

SpecASUS Ascent GX10 128GBGMKtec EVO-X2 Ryzen AI Max+ 395 128GB
ChipGB10 Grace BlackwellRyzen AI Max+ 395 (Radeon 8060S)
Memory bus256-bit256-bit
Memory bandwidth273 GB/s256 GB/s
FP16 compute62 TFLOPS59.4 TFLOPS
SoftwareCUDAROCm
Unified memory128 GB128 GB
GPU can use by default119 GB96 GB
GPU can use, tuned122 GB120 GB
Operating systemdgx-oswindows
Processor20-core Arm (GB10)Ryzen AI Max+ 395
Storage1000 GB2000 GB

What each runs

Estimated decode speed with the most precise quant that fits each one est.

ModelASUS Ascent GX10 128GBGMKtec EVO-X2 Ryzen AI Max+ 395 128GB
DeepSeek V4 Flash11tok/sUD-Q2_K_XL9tok/sUD-Q2_K_XL
GLM 5.3 Flash11tok/sUD-Q2_K_XLwon't run
Qwen 3.8 Flash Next3tok/sUD-Q4_K_XL3tok/sUD-Q3_K_XL
MiniMax M2.78tok/sUD-Q3_K_M7tok/sUD-Q2_K_XL
Qwen 3.8 27B5tok/sQ8_05tok/sQ8_0
Qwen 3.5 122B-A10B11tok/sQ6_K9tok/sQ6_K
Qwen 3.6 27B6tok/sQ8_05tok/sQ8_0
gpt-oss 120B23tok/sMXFP420tok/sMXFP4
Qwen3 Coder Next20tok/sQ8_017tok/sQ8_0
Nemotron 3 Super 120B-A12B9tok/sUD-Q6_K10tok/sUD-Q4_K_M
Gemma 4 31B5tok/sQ8_04tok/sQ8_0
Mistral Small 4 119B15tok/sUD-Q6_K13tok/sUD-Q6_K
Qwen 3.6 35B-A3B27tok/sQ8_022tok/sQ8_0
Qwen 3.5 27B6tok/sQ8_05tok/sQ8_0
Gemma 4 26B-A4B20tok/sQ8_017tok/sQ8_0
GLM 4.5 Air4tok/sQ8_04tok/sQ5_K_M
Qwen 3.5 35B-A3B27tok/sQ8_022tok/sQ8_0
Qwen3 Next 80B-A3B25tok/sQ8_021tok/sQ8_0
GLM 4.7 Flash14tok/sQ8_012tok/sQ8_0
Devstral Small 2 24B6tok/sQ8_05tok/sQ8_0
Nemotron 3.5 Lightning 30B-A3B28tok/sUD-Q6_K_XL24tok/sUD-Q6_K_XL
gpt-oss 20B31tok/sMXFP426tok/sMXFP4
Kimi Linear 48B-A3B29tok/sQ8_024tok/sQ8_0
Qwen3 Coder 30B-A3B16tok/sQ8_013tok/sQ8_0
Qwen3 32B4tok/sQ8_03tok/sQ8_0
Gemma 4 12B13tok/sQ8_010tok/sQ8_0
Qwen 3.5 9B16tok/sQ8_013tok/sQ8_0
Mistral Small 3.2 24B6tok/sQ8_05tok/sQ8_0
Gemma 3 27B5tok/sQ8_04tok/sQ8_0
DeepSeek R1 Distill Qwen 32B4tok/sQ8_03tok/sQ8_0
Llama 3.3 70B2tok/sQ8_02tok/sQ8_0
Ministral 3 14B9tok/sQ8_07tok/sQ8_0
Qwen3 14B8tok/sQ8_07tok/sQ8_0
DeepSeek R1 0528 Qwen3 8B13tok/sQ8_010tok/sQ8_0
Qwen3 8B13tok/sQ8_010tok/sQ8_0
Phi-4 14B8tok/sQ8_06tok/sQ8_0
Qwen 3.5 4B30tok/sQ8_025tok/sQ8_0
Ministral 3 8B13tok/sQ8_010tok/sQ8_0
Granite 4.2 8B12tok/sQ8_010tok/sQ8_0
Gemma 4 E4B19tok/sQ8_015tok/sQ8_0
LFM2.5 8B-A1B38tok/sQ8_032tok/sQ8_0
Llama 3.1 8B16tok/sQ6_K13tok/sQ6_K

Questions

Which is better for local AI, the ASUS Ascent GX10 128GB or the GMKtec EVO-X2 Ryzen AI Max+ 395 128GB?
Choose the ASUS Ascent GX10 128GB to run bigger models. Choose the ASUS Ascent GX10 128GB for speed.
Which can run bigger models, the ASUS Ascent GX10 128GB or the GMKtec EVO-X2 Ryzen AI Max+ 395 128GB?
At 32k context the ASUS Ascent GX10 128GB runs 42 of the models we track fully in memory and the GMKtec EVO-X2 Ryzen AI Max+ 395 128GB 41; only the ASUS Ascent GX10 128GB holds GLM 5.3 Flash.
Which is faster for local AI, the ASUS Ascent GX10 128GB or the GMKtec EVO-X2 Ryzen AI Max+ 395 128GB?
On the models both run fully in memory, the ASUS Ascent GX10 128GB is about 1.2× as fast as the GMKtec EVO-X2 Ryzen AI Max+ 395 128GB (estimated, median across models).

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