Framework Desktop Ryzen AI Max+ 395 64GB vs Mac Studio M3 Ultra 96GB
For running models locally, priced in Germany. At 64k context the first runs 65 models fully in memory, the second 71.
In short
The Mac Studio M3 Ultra 96GB has more memory for models: 96 GB against 64 GB. At 64k context the Mac Studio M3 Ultra 96GB runs 71 of the models we track fully in memory and the Framework Desktop Ryzen AI Max+ 395 64GB 65; only the Mac Studio M3 Ultra 96GB holds gpt-oss 120B. On the models both run fully in memory, the Mac Studio M3 Ultra 96GB is about 3.8× as fast as the Framework Desktop Ryzen AI Max+ 395 64GB (estimated, median across models).
Updated . Speeds are estimates; how they are worked out.
Specifications
| Spec | Framework Desktop Ryzen AI Max+ 395 64GB | Mac Studio M3 Ultra 96GB |
|---|---|---|
| Chip | Ryzen AI Max+ 395 (Radeon 8060S) | Apple M3 Ultra (80-core GPU) |
| Memory bus | 256-bit | 1024-bit |
| Memory bandwidth | 256 GB/s | 819 GB/s |
| FP16 compute | 59.4 TFLOPS | 28 TFLOPS |
| Software | ROCm | Metal |
| Unified memory | 64 GB | 96 GB |
| GPU can use by default | 48 GB | 72 GB |
| GPU can use, tuned | 56 GB | 88 GB |
| Operating system | linux | macos |
| Processor | Ryzen AI Max+ 395 | M3 Ultra 32-core |
| Storage | 1000 GB | 1000 GB |
What each runs
Estimated decode speed with the most precise quant that fits each one est.
| Model | Framework Desktop Ryzen AI Max+ 395 64GB | Mac Studio M3 Ultra 96GB |
|---|---|---|
| Qwen 3.8 27B | 4tok/sQ8_0 | 16tok/sQ8_0 |
| Qwen 3.5 122B-A10B | 17tok/sUD-Q2_K_XL | 51tok/sQ3_K_M |
| Qwen 3.6 27B | 4tok/sQ8_0 | 16tok/sQ8_0 |
| Qwen3 Coder Next | 21tok/sQ4_K_M | 66tok/sQ6_K |
| Gemma 4 31B | 4tok/sQ8_0 | 14tok/sQ8_0 |
| Nemotron 3 Super 120B-A12B | won't run | 48tok/sUD-Q3_K_M |
| gpt-oss 120B | won't run | 58tok/sMXFP4 |
| Mistral Small 4 119B | 22tok/sUD-Q2_K_XL | 54tok/sUD-Q4_K_M |
| Qwen 3.6 35B-A3B | 19tok/sQ8_0 | 71tok/sQ8_0 |
| Qwen 3.5 27B | 4tok/sQ8_0 | 16tok/sQ8_0 |
| Gemma 4 26B-A4B | 15tok/sQ8_0 | 56tok/sQ8_0 |
| GLM 4.5 Air | won't run | 16tok/sQ3_K_M |
| Qwen3 Next 80B-A3B | 24tok/sQ4_K_M | 78tok/sQ6_K |
| Qwen 3.5 35B-A3B | 19tok/sQ8_0 | 71tok/sQ8_0 |
| GLM 4.7 Flash | 10tok/sQ8_0 | 36tok/sQ8_0 |
| Devstral Small 2 24B | 4tok/sQ8_0 | 15tok/sQ8_0 |
| Nemotron 3.5 Lightning 30B-A3B | 22tok/sUD-Q6_K_XL | 85tok/sUD-Q6_K_XL |
| Kimi Linear 48B-A3B | 28tok/sQ6_K | 85tok/sQ8_0 |
| gpt-oss 20B | 21tok/sMXFP4 | 79tok/sMXFP4 |
| Qwen3 Coder 30B-A3B | 9tok/sQ8_0 | 33tok/sQ8_0 |
| Qwen3 32B | 3tok/sQ6_K | 10tok/sQ8_0 |
| Gemma 4 12B | 10tok/sQ8_0 | 38tok/sQ8_0 |
| Qwen 3.5 9B | 12tok/sQ8_0 | 45tok/sQ8_0 |
| Gemma 3 27B | 4tok/sQ8_0 | 15tok/sQ8_0 |
| Mistral Small 3.2 24B | 4tok/sQ8_0 | 15tok/sQ8_0 |
| DeepSeek R1 Distill Qwen 32B | 3tok/sQ6_K | 10tok/sQ8_0 |
| Llama 3.3 70B | won't run | 8tok/sQ5_K_M |
| Ministral 3 14B | 6tok/sQ8_0 | 21tok/sQ8_0 |
| Qwen3 14B | 5tok/sQ8_0 | 20tok/sQ8_0 |
| DeepSeek R1 0528 Qwen3 8B | 8tok/sQ8_0 | 29tok/sQ8_0 |
| Qwen3 8B | 8tok/sQ8_0 | 29tok/sQ8_0 |
| Phi-4 14B | 5tok/sQ8_0 | 18tok/sQ8_0 |
| Qwen 3.5 4B | 21tok/sQ8_0 | 80tok/sQ8_0 |
| Ministral 3 8B | 8tok/sQ8_0 | 29tok/sQ8_0 |
| Granite 4.2 8B | 7tok/sQ8_0 | 27tok/sQ8_0 |
| Gemma 4 E4B | 14tok/sQ8_0 | 53tok/sQ8_0 |
| LFM2.5 8B-A1B | 20tok/sQ8_0 | 75tok/sQ8_0 |
| Llama 3.1 8B | 9tok/sQ6_K | 35tok/sQ6_K |
| Qwen2.5 0.5B | 105tok/sQ8_0 | 398tok/sQ8_0 |
| Qwen3.5 0.8B | 86tok/sQ8_0 | 325tok/sQ8_0 |
| Qwen3.5 2B | 62tok/sQ5_K_M | 236tok/sQ5_K_M |
| DeepSeek R1 Distill Qwen 1.5B | 37tok/sQ8_0 | 141tok/sQ8_0 |
| MiniCPM5 2B | 26tok/sQ8_0 | 97tok/sQ8_0 |
| Spark X2.5 4B | 26tok/smlx-4bit | 97tok/smlx-4bit |
| Mellum2.1 12B A2.5B Thinking | 23tok/sQ8_0 | 88tok/sQ8_0 |
| FrogNano 4B 2609 | 21tok/sQ8_0 | 78tok/sQ8_0 |
| LFM2.5 2.6B | 20tok/sQ8_0 | 77tok/sQ8_0 |
| LFM2.5 VL 3B | 20tok/sQ8_0 | 77tok/sQ8_0 |
| Kimi VL A3B Thinking 2506 | 16tok/sQ8_0 | 62tok/sQ8_0 |
| Kimi VL A3B | 16tok/smlx-8bit | 60tok/smlx-8bit |
| granite vision 4.1 4b | 16tok/sQ8_0 | 59tok/sQ8_0 |
| granite 4.2 3b | 15tok/sQ8_0 | 58tok/sQ8_0 |
| Ministral 3 3B Instruct 2512 | 13tok/sQ8_0 | 50tok/sQ8_0 |
| GLM 4 9B 0414 | 13tok/smlx-5bit | 49tok/smlx-5bit |
| DeepSeek R1 Distill Qwen 7B | 12tok/sQ8_0 | 45tok/sQ8_0 |
| LFM2.5 24B A2B | 11tok/sQ8_0 | 43tok/sQ8_0 |
| GLM 4.6V Flash | 11tok/sQ8_0 | 42tok/sQ8_0 |
| GLM 4.1V 9B Thinking | 10tok/smlx-8bit | 37tok/smlx-8bit |
| DeepSeek R1 Distill Llama 8B | 8tok/sQ8_0 | 31tok/sQ8_0 |
| Ministral 3 8B Reasoning 2512 | 8tok/sQ8_0 | 29tok/sQ8_0 |
| Ministral 3 14B Reasoning 2512 | 6tok/sQ8_0 | 21tok/sQ8_0 |
| Qwen3.8 27B OBLITERATED | 6tok/smlx-4bit | 21tok/smlx-4bit |
| DeepSeek R1 Distill Qwen 14B | 5tok/sQ8_0 | 19tok/sQ8_0 |
| Muse Glimmer 30B | 4tok/sQ8_0 | 16tok/sQ8_0 |
| Devstral Small 2507 | 4tok/sQ8_0 | 15tok/sQ8_0 |
| Magistral Small 2506 | 4tok/sQ8_0 | 15tok/sQ8_0 |
| Magistral Small 2507 | 4tok/sQ8_0 | 15tok/sQ8_0 |
| Magistral Small 2509 | 4tok/sQ8_0 | 15tok/sQ8_0 |
| granite 4.2 30b | 3tok/sQ8_0 | 11tok/sQ8_0 |
| DeepSeek R1 Distill Llama 70B | won't run | 8tok/sQ5_K_M |
| GLM 4.5V | won't run | 15tok/sQ4_K_M |
| DeepSeek V4 Flash | won't run | won't run |
| GLM 5.3 Flash | won't run | won't run |
| Qwen 3.8 Flash Next | won't run | won't run |
| MiniMax M2.7 | won't run | won't run |
| DeepSeek R1 | won't run | won't run |
| DeepSeek R1 0528 | won't run | won't run |
| DeepSeek R1 Zero | won't run | won't run |
| DeepSeek V3 | won't run | won't run |
| DeepSeek V3 0324 | won't run | won't run |
| DeepSeek V3.1 | won't run | won't run |
| DeepSeek V3.1 Terminus | won't run | won't run |
| DeepSeek V3.2 | won't run | won't run |
| DeepSeek V4 Flash 0731 | won't run | won't run |
| DeepSeek V4 Flash Vision Exp | won't run | won't run |
| Devstral 2 123B Instruct 2512 | won't run | won't run |
| GLM 4.5 | won't run | won't run |
| GLM 4.6 | won't run | won't run |
| GLM 4.6V | won't run | won't run |
| GLM 4.7 | won't run | won't run |
| GLM 5 | won't run | won't run |
| GLM 5.1 | won't run | won't run |
| GLM 5.2 | won't run | won't run |
| GLM 5.3 | won't run | won't run |
| Kimi Dev 72B | won't run | won't run |
| Kimi K2 | won't run | won't run |
| Kimi K2 Instruct 0905 | won't run | won't run |
| Kimi K2 Thinking | won't run | won't run |
| Kimi K2.5 | won't run | won't run |
| MiniMax M2 | won't run | won't run |
| MiniMax M2.1 | won't run | won't run |
| MiniMax M2.5 | won't run | won't run |
| MiniMax M3 | won't run | won't run |
| Mistral Medium 3.5 128B | won't run | won't run |
Questions
- Which is better for local AI, the Framework Desktop Ryzen AI Max+ 395 64GB or the Mac Studio M3 Ultra 96GB?
- Choose the Mac Studio M3 Ultra 96GB to run bigger models. Choose the Mac Studio M3 Ultra 96GB for speed.
- Which can run bigger models, the Framework Desktop Ryzen AI Max+ 395 64GB or the Mac Studio M3 Ultra 96GB?
- At 64k context the Mac Studio M3 Ultra 96GB runs 71 of the models we track fully in memory and the Framework Desktop Ryzen AI Max+ 395 64GB 65; only the Mac Studio M3 Ultra 96GB holds gpt-oss 120B.
- Which is faster for local AI, the Framework Desktop Ryzen AI Max+ 395 64GB or the Mac Studio M3 Ultra 96GB?
- On the models both run fully in memory, the Mac Studio M3 Ultra 96GB is about 3.8× as fast as the Framework Desktop Ryzen AI Max+ 395 64GB (estimated, median across models).
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