Mac Studio M3 Ultra 96GB vs Framework Desktop Ryzen AI Max+ 395 128GB

For running models locally, priced in Germany. At 32k context the first runs 38 models fully in memory, the second 41.

Specifications

SpecMac Studio M3 Ultra 96GBFramework Desktop Ryzen AI Max+ 395 128GB
ChipApple M3 Ultra (80-core GPU)Ryzen AI Max+ 395 (Radeon 8060S)
Memory bus1024-bit256-bit
Memory bandwidth819 GB/s256 GB/s
FP16 compute28 TFLOPS59.4 TFLOPS
SoftwareMetalROCm
Unified memory96 GB128 GB
GPU can use by default72 GB96 GB
GPU can use, tuned88 GB120 GB
Operating systemmacoslinux
ProcessorM3 Ultra 32-coreRyzen AI Max+ 395
Storage1000 GB1000 GB

What each runs

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

ModelMac Studio M3 Ultra 96GBFramework Desktop Ryzen AI Max+ 395 128GB
DeepSeek V4 Flashwon't run9tok/sUD-Q2_K_XL
Qwen 3.8 Flash Nextwon't run3tok/sUD-Q3_K_XL
Qwen 3.8 27B17tok/sQ8_05tok/sQ8_0
MiniMax M2.7won't run7tok/sUD-Q2_K_XL
Qwen 3.5 122B-A10B58tok/sQ3_K_M9tok/sQ6_K
Qwen 3.6 27B17tok/sQ8_05tok/sQ8_0
Qwen3 Coder Next78tok/sQ6_K17tok/sQ8_0
gpt-oss 120B74tok/sMXFP420tok/sMXFP4
Nemotron 3 Super 120B-A12B50tok/sUD-Q3_K_M10tok/sUD-Q4_K_M
Gemma 4 31B15tok/sQ8_04tok/sQ8_0
Mistral Small 4 119B62tok/sUD-Q4_K_M13tok/sUD-Q6_K
Qwen 3.6 35B-A3B84tok/sQ8_022tok/sQ8_0
Qwen 3.5 27B17tok/sQ8_05tok/sQ8_0
Gemma 4 26B-A4B63tok/sQ8_017tok/sQ8_0
GLM 4.5 Air21tok/sQ3_K_M4tok/sQ5_K_M
Qwen3 Next 80B-A3B97tok/sQ6_K21tok/sQ8_0
Qwen 3.5 35B-A3B84tok/sQ8_022tok/sQ8_0
GLM 4.7 Flash45tok/sQ8_012tok/sQ8_0
Devstral Small 2 24B18tok/sQ8_05tok/sQ8_0
Nemotron 3.5 Lightning 30B-A3B89tok/sUD-Q6_K_XL24tok/sUD-Q6_K_XL
gpt-oss 20B99tok/sMXFP426tok/sMXFP4
Kimi Linear 48B-A3B91tok/sQ8_024tok/sQ8_0
Qwen3 Coder 30B-A3B50tok/sQ8_013tok/sQ8_0
Qwen3 32B12tok/sQ8_03tok/sQ8_0
Gemma 4 12B39tok/sQ8_010tok/sQ8_0
Qwen 3.5 9B50tok/sQ8_013tok/sQ8_0
Mistral Small 3.2 24B18tok/sQ8_05tok/sQ8_0
Gemma 3 27B17tok/sQ8_04tok/sQ8_0
DeepSeek R1 Distill Qwen 32B12tok/sQ8_03tok/sQ8_0
Llama 3.3 70B9tok/sQ5_K_M2tok/sQ8_0
Ministral 3 14B27tok/sQ8_07tok/sQ8_0
Qwen3 14B25tok/sQ8_07tok/sQ8_0
DeepSeek R1 0528 Qwen3 8B39tok/sQ8_010tok/sQ8_0
Qwen3 8B39tok/sQ8_010tok/sQ8_0
Phi-4 14B24tok/sQ8_06tok/sQ8_0
Qwen 3.5 4B95tok/sQ8_025tok/sQ8_0
Ministral 3 8B39tok/sQ8_010tok/sQ8_0
Granite 4.2 8B36tok/sQ8_010tok/sQ8_0
Gemma 4 E4B58tok/sQ8_015tok/sQ8_0
LFM2.5 8B-A1B119tok/sQ8_032tok/sQ8_0
Llama 3.1 8B49tok/sQ6_K13tok/sQ6_K
GLM 5.3 Flashwon't runwon't run