Mac Studio M3 Ultra 512GB vs NVIDIA DGX Spark 128GB
For running models locally, priced in the US. At 32k context the first runs 42 models fully in memory, the second 42.
Specifications
| Spec | Mac Studio M3 Ultra 512GB | NVIDIA DGX Spark 128GB |
|---|---|---|
| Chip | Apple M3 Ultra (80-core GPU) | GB10 Grace Blackwell |
| Memory bus | 1024-bit | 256-bit |
| Memory bandwidth | 819 GB/s | 273 GB/s |
| FP16 compute | 28 TFLOPS | 62 TFLOPS |
| Software | Metal | CUDA |
| Unified memory | 512 GB | 128 GB |
| GPU can use by default | 384 GB | 119 GB |
| GPU can use, tuned | 504 GB | 122 GB |
| Operating system | macos | dgx-os |
| Processor | M3 Ultra 32-core | 20-core Arm (GB10) |
| Storage | 2000 GB | 4000 GB |
What each runs
Estimated decode speed with the most precise quant that fits each one est.
| Model | Mac Studio M3 Ultra 512GB | NVIDIA DGX Spark 128GB |
|---|---|---|
| DeepSeek V4 Flash | 23tok/sUD-Q4_K_XL | 11tok/sUD-Q2_K_XL |
| GLM 5.3 Flash | 12tok/sQ8_0 | 11tok/sUD-Q2_K_XL |
| Qwen 3.8 Flash Next | 5tok/sQ8_0 | 3tok/sUD-Q4_K_XL |
| Qwen 3.8 27B | 17tok/sQ8_0 | 5tok/sQ8_0 |
| MiniMax M2.7 | 16tok/sQ8_0 | 8tok/sUD-Q3_K_M |
| Qwen 3.5 122B-A10B | 28tok/sQ8_0 | 11tok/sQ6_K |
| Qwen 3.6 27B | 17tok/sQ8_0 | 6tok/sQ8_0 |
| gpt-oss 120B | 74tok/sMXFP4 | 23tok/sMXFP4 |
| Qwen3 Coder Next | 64tok/sQ8_0 | 20tok/sQ8_0 |
| Nemotron 3 Super 120B-A12B | 25tok/sQ8_0 | 9tok/sUD-Q6_K |
| Gemma 4 31B | 15tok/sQ8_0 | 5tok/sQ8_0 |
| Mistral Small 4 119B | 39tok/sQ8_0 | 15tok/sUD-Q6_K |
| Qwen 3.6 35B-A3B | 84tok/sQ8_0 | 27tok/sQ8_0 |
| Qwen 3.5 27B | 17tok/sQ8_0 | 6tok/sQ8_0 |
| Gemma 4 26B-A4B | 63tok/sQ8_0 | 20tok/sQ8_0 |
| GLM 4.5 Air | 13tok/sQ8_0 | 4tok/sQ8_0 |
| Qwen 3.5 35B-A3B | 84tok/sQ8_0 | 27tok/sQ8_0 |
| Qwen3 Next 80B-A3B | 80tok/sQ8_0 | 25tok/sQ8_0 |
| GLM 4.7 Flash | 45tok/sQ8_0 | 14tok/sQ8_0 |
| Devstral Small 2 24B | 18tok/sQ8_0 | 6tok/sQ8_0 |
| Nemotron 3.5 Lightning 30B-A3B | 89tok/sUD-Q6_K_XL | 28tok/sUD-Q6_K_XL |
| gpt-oss 20B | 99tok/sMXFP4 | 31tok/sMXFP4 |
| Kimi Linear 48B-A3B | 91tok/sQ8_0 | 29tok/sQ8_0 |
| Qwen3 Coder 30B-A3B | 50tok/sQ8_0 | 16tok/sQ8_0 |
| Qwen3 32B | 12tok/sQ8_0 | 4tok/sQ8_0 |
| Gemma 4 12B | 39tok/sQ8_0 | 13tok/sQ8_0 |
| Qwen 3.5 9B | 50tok/sQ8_0 | 16tok/sQ8_0 |
| Mistral Small 3.2 24B | 18tok/sQ8_0 | 6tok/sQ8_0 |
| Gemma 3 27B | 17tok/sQ8_0 | 5tok/sQ8_0 |
| DeepSeek R1 Distill Qwen 32B | 12tok/sQ8_0 | 4tok/sQ8_0 |
| Llama 3.3 70B | 6tok/sQ8_0 | 2tok/sQ8_0 |
| Ministral 3 14B | 27tok/sQ8_0 | 9tok/sQ8_0 |
| Qwen3 14B | 25tok/sQ8_0 | 8tok/sQ8_0 |
| DeepSeek R1 0528 Qwen3 8B | 39tok/sQ8_0 | 13tok/sQ8_0 |
| Qwen3 8B | 39tok/sQ8_0 | 13tok/sQ8_0 |
| Phi-4 14B | 24tok/sQ8_0 | 8tok/sQ8_0 |
| Qwen 3.5 4B | 95tok/sQ8_0 | 30tok/sQ8_0 |
| Ministral 3 8B | 39tok/sQ8_0 | 13tok/sQ8_0 |
| Granite 4.2 8B | 36tok/sQ8_0 | 12tok/sQ8_0 |
| Gemma 4 E4B | 58tok/sQ8_0 | 19tok/sQ8_0 |
| LFM2.5 8B-A1B | 119tok/sQ8_0 | 38tok/sQ8_0 |
| Llama 3.1 8B | 49tok/sQ6_K | 16tok/sQ6_K |