DGX Spark 128GB
$8,650
Parts
A complete machine needs no part checks.
| Component | Selection | Price | Where | Buy |
|---|---|---|---|---|
| Machine | NVIDIA DGX Spark 128GB 128 GB unified · 273 GB/s | $8,650 | eBay | Buy |
| Total | $8,650 | |||
What this build runs
The most precise quant that fits, at 32k context. Estimates, not measurements.
| Model | Quant | Fits | Memory | Max context | Decode @32k | Prefill | Good for |
|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash DeepSeek | UD-Q2_K_XL | fits | 93.8 GB | 312k557k with q8 cache | 11tok/sest. | 210 tok/s | – |
| GLM 5.3 Flash Z.ai | UD-Q2_K_XL | fits | 102.6 GB | 1018k1024k with q8 cache | 11tok/sest. | 282 tok/s | – |
| Qwen 3.8 Flash Next Alibaba Qwen | Q4_K_M | fits | 113.1 GB | 232k256k with q8 cache | 2tok/sest. | 218 tok/s | – |
| MiniMax M2.7 MiniMax | UD-Q3_K_M | fits | 102.9 GB | 96k178k with q8 cache | 8tok/sest. | 593 tok/s | – |
| Qwen 3.8 27B Alibaba Qwen | Q8_0 | fits | 30.1 GB | 256k | 5tok/sest. | 450 tok/s | – |
| Qwen 3.5 122B-A10B Alibaba Qwen | Q6_K | fits | 95.9 GB | 256k | 11tok/sest. | 1055 tok/s | – |
| Qwen 3.6 27B Alibaba Qwen | Q8_0 | fits | 29.7 GB | 256k | 6tok/sest. | 450 tok/s | – |
| gpt-oss 120B OpenAI | MXFP4 | fits | 61.1 GB | 128k | 23tok/sest. | 1704 tok/s | chat, coding |
| Qwen3 Coder Next Alibaba Qwen | Q8_0 | fits | 80.7 GB | 256k | 20tok/sest. | 2543 tok/s | chat, coding |
| Nemotron 3 Super 120B-A12B NVIDIA | UD-Q6_K | fits | 108.2 GB | 256k | 9tok/sest. | 1067 tok/s | – |
| Gemma 4 31B | Q8_0 | fits | 34.6 GB | 256k | 5tok/sest. | 401 tok/s | – |
| Mistral Small 4 119B Mistral AI | UD-Q6_K | fits | 94.2 GB | 923k1024k with q8 cache | 15tok/sest. | 1173 tok/s | chat |
| Qwen 3.6 35B-A3B Alibaba Qwen | Q8_0 | fits | 35.9 GB | 256k | 27tok/sest. | 3213 tok/s | chat, coding, long documents |
| Qwen 3.5 27B Alibaba Qwen | Q8_0 | fits | 29.7 GB | 256k | 6tok/sest. | 450 tok/s | – |
| Gemma 4 26B-A4B | Q8_0 | fits | 26.7 GB | 256k | 20tok/sest. | 2858 tok/s | chat, coding |
| GLM 4.5 Air Z.ai | Q8_0 | fits | 116.0 GB | 48k87k with q8 cache | 4tok/sest. | 392 tok/s | – |
| Qwen 3.5 35B-A3B Alibaba Qwen | Q8_0 | fits | 35.9 GB | 256k | 27tok/sest. | 3213 tok/s | chat, coding, long documents |
| Qwen3 Next 80B-A3B Alibaba Qwen | Q8_0 | fits | 80.7 GB | 256k | 25tok/sest. | 3026 tok/s | chat, coding, long documents |
| GLM 4.7 Flash Z.ai | Q8_0 | fits | 32.2 GB | 198k | 14tok/sest. | 1677 tok/s | chat |
| Devstral Small 2 24B Mistral AI | Q8_0 | fits | 29.2 GB | 384k | 6tok/sest. | 475 tok/s | – |
| Nemotron 3.5 Lightning 30B-A3B NVIDIA | UD-Q6_K_XL | fits | 33.7 GB | 256k | 28tok/sest. | 3666 tok/s | chat, coding, long documents |
| gpt-oss 20B OpenAI | MXFP4 | fits | 12.9 GB | 128k | 31tok/sest. | 2398 tok/s | chat, coding, agents, long documents |
| Kimi Linear 48B-A3B Moonshot AI | Q8_0 | fits | 49.8 GB | 1024k | 29tok/sest. | 2769 tok/s | chat, coding, long documents |
| Qwen3 Coder 30B-A3B Alibaba Qwen | Q8_0 | fits | 34.1 GB | 256k | 16tok/sest. | 1477 tok/s | chat |
| Qwen3 32B Alibaba Qwen | Q8_0 | fits | 41.3 GB | 40k | 4tok/sest. | 279 tok/s | – |
| Gemma 4 12B | Q8_0 | fits | 13.5 GB | 256k | 13tok/sest. | 1044 tok/s | – |
| Qwen 3.5 9B Alibaba Qwen | Q8_0 | fits | 10.8 GB | 256k | 16tok/sest. | 1301 tok/s | chat |
| Mistral Small 3.2 24B Mistral AI | Q8_0 | fits | 29.2 GB | 128k | 6tok/sest. | 475 tok/s | – |
| Gemma 3 27B | Q8_0 | fits | 30.5 GB | 128k | 5tok/sest. | 478 tok/s | – |
| DeepSeek R1 Distill Qwen 32B DeepSeek | Q8_0 | fits | 41.3 GB | 128k | 4tok/sest. | 321 tok/s | – |
| Llama 3.3 70B Meta | Q8_0 | fits | 80.7 GB | 128k | 2tok/sest. | 152 tok/s | – |
| Ministral 3 14B Mistral AI | Q8_0 | fits | 19.3 GB | 256k | 9tok/sest. | 722 tok/s | – |
| Qwen3 14B Alibaba Qwen | Q8_0 | fits | 20.5 GB | 40k | 8tok/sest. | 650 tok/s | – |
| DeepSeek R1 0528 Qwen3 8B DeepSeek | Q8_0 | fits | 13.5 GB | 128k | 13tok/sest. | 1071 tok/s | chat |
| Qwen3 8B Alibaba Qwen | Q8_0 | fits | 13.5 GB | 40k | 13tok/sest. | 1071 tok/s | chat |
| Phi-4 14B Microsoft | Q8_0 | fits | 21.6 GB | 16k | 8tok/sest. | 653 tok/s | – |
| Qwen 3.5 4B Alibaba Qwen | Q8_0 | fits | 6.1 GB | 256k | 30tok/sest. | 2433 tok/s | chat, coding, long documents |
| Ministral 3 8B Mistral AI | Q8_0 | fits | 13.5 GB | 256k | 13tok/sest. | 1035 tok/s | chat |
| Granite 4.2 8B IBM | Q8_0 | fits | 14.6 GB | 128k | 12tok/sest. | 985 tok/s | chat |
| Gemma 4 E4B | Q8_0 | fits | 9.4 GB | 128k | 19tok/sest. | 1634 tok/s | chat |
| LFM2.5 8B-A1B Liquid AI | Q8_0 | fits | 10.8 GB | 125k | 38tok/sest. | 5344 tok/s | chat, coding |
| Llama 3.1 8B Meta | Q6_K | fits | 11.0 GB | 128k | 16tok/sest. | 1132 tok/s | chat |
| Qwen2.5 0.5B Alibaba Qwen | Q8_0 | fits | 1.8 GB | 32k | 181tok/sest. | 11638 tok/s | chat, coding, long documents |
| Qwen3.5 0.8B Alibaba Qwen | Q8_0 | fits | 2.0 GB | 256k | 137tok/sest. | 10932 tok/s | chat, coding, agents, long documents |
| Qwen3.5 2B Alibaba Qwen | Q5_K_M | fits | 2.6 GB | 256k | 91tok/sest. | 5212 tok/s | chat, coding, agents, long documents |
| DeepSeek R1 Distill Qwen 1.5B DeepSeek | Q8_0 | fits | 3.5 GB | 128k | 60tok/sest. | 4378 tok/s | chat, coding, long documents |
| MiniCPM5 2B openbmb | Q8_0 | fits | 4.7 GB | 128k | 41tok/sest. | 2615 tok/s | chat, coding, agents, long documents |
| LFM2.5 2.6B Liquid AI | Q8_0 | fits | 5.4 GB | 128k | 35tok/sest. | 2962 tok/s | chat, coding, agents, long documents |
| LFM2.5 VL 3B Liquid AI | Q8_0 | fits | 5.4 GB | 32k | 35tok/sest. | 2716 tok/s | chat, coding, agents, long documents |
| Mellum2.1 12B A2.5B Thinking JetBrains | Q8_0 | fits | 13.4 GB | 128k | 32tok/sest. | 3858 tok/s | chat, coding, agents, long documents |
| granite vision 4.1 4b IBM | Q8_0 | fits | 6.8 GB | 128k | 27tok/sest. | 1897 tok/s | chat, coding |
| granite 4.2 3b IBM | Q8_0 | fits | 7.0 GB | 128k | 26tok/sest. | 1989 tok/s | chat, coding |
| Kimi VL A3B Moonshot AI | mlx-8bit | fits | 18.4 GB | 128k | 24tok/sest. | 2899 tok/s | chat, coding |
| LFM2.5 24B A2B Liquid AI | Q8_0 | fits | 27.1 GB | 128k | 21tok/sest. | 2978 tok/s | chat, coding |
| DeepSeek R1 Distill Qwen 7B DeepSeek | Q8_0 | fits | 10.2 GB | 128k | 17tok/sest. | 1279 tok/s | chat |
| GLM 4.6V Flash Z.ai | Q8_0 | fits | 11.5 GB | 128k | 15tok/sest. | 891 tok/s | chat |
| DeepSeek R1 Distill Llama 8B DeepSeek | Q8_0 | fits | 12.8 GB | 128k | 13tok/sest. | 1132 tok/s | chat |
| GLM 4.1V 9B Thinking Z.ai | mlx-8bit | fits | 13.1 GB | 64k | 13tok/sest. | 891 tok/s | – |
| Ministral 3 8B Reasoning 2512 Mistral AI | Q8_0 | fits | 13.5 GB | 256k | 13tok/sest. | 1035 tok/s | chat |
| DeepSeek R1 Distill Qwen 14B DeepSeek | Q8_0 | fits | 21.5 GB | 128k | 8tok/sest. | 611 tok/s | – |
| Devstral Small 2507 Mistral AI | Q8_0 | fits | 29.2 GB | 128k | 6tok/sest. | 482 tok/s | – |
| Magistral Small 2506 Mistral AI | Q8_0 | fits | 29.2 GB | 40k | 6tok/sest. | 482 tok/s | – |
| Magistral Small 2507 Mistral AI | Q8_0 | fits | 29.2 GB | 40k | 6tok/sest. | 482 tok/s | – |
| Magistral Small 2509 Mistral AI | Q8_0 | fits | 29.2 GB | 128k | 6tok/sest. | 475 tok/s | – |
| GLM 4.5V Z.ai | Q8_0 | fits | 112.4 GB | 64k | 5tok/sest. | 425 tok/s | – |
| GLM 4.6V Z.ai | Q8_0 | fits | 112.4 GB | 67k123k with q8 cache | 5tok/sest. | 425 tok/s | – |
| granite 4.2 30b IBM | Q8_0 | fits | 37.9 GB | 128k | 4tok/sest. | 368 tok/s | – |
| DeepSeek R1 Distill Llama 70B DeepSeek | Q8_0 | fits | 80.7 GB | 128k | 2tok/sest. | 152 tok/s | – |
| Mistral Medium 3.5 128B Mistral AI | Q6_K | fits | 107.4 GB | 65k120k with q8 cache | 2tok/sest. | 86 tok/s | – |
| DeepSeek R1 DeepSeek | Q4_K_M | won't run | 379.7 GB | – | – | – | – |
| DeepSeek R1 0528 DeepSeek | Q4_K_M | won't run | 380.2 GB | – | – | – | – |
| DeepSeek V3 0324 DeepSeek | Q4_K_M | won't run | 379.7 GB | – | – | – | – |
| DeepSeek V3.1 DeepSeek | Q4_K_M | won't run | 380.6 GB | – | – | – | – |
| DeepSeek V3.2 DeepSeek | Q4_K_M | won't run | 380.6 GB | – | – | – | – |
| DeepSeek V4 Flash 0731 DeepSeek | MXFP4 | won't run | 149.2 GB | – | – | – | – |
| DeepSeek V4 Flash Vision Exp DeepSeek | MXFP4 | won't run | 158.0 GB | – | – | – | – |
| Devstral 2 123B Instruct 2512 Mistral AI | Q8_0 | won't run | 135.6 GB | – | – | – | – |
| GLM 4.7 Z.ai | Q4_K_M | won't run | 214.0 GB | – | – | – | – |
| GLM 5.1 Z.ai | MXFP4 | won't run | 423.6 GB | – | – | – | – |
| GLM 5.2 Z.ai | UD-Q4_K_M | won't run | 437.5 GB | – | – | – | – |
| GLM 5.3 Z.ai | Q8_0 | won't run | 750.0 GB | – | – | – | – |
| Kimi K2 Moonshot AI | Q4_K_M | won't run | 581.2 GB | – | – | – | – |
| Kimi K2 Instruct 0905 Moonshot AI | Q4_K_M | won't run | 581.6 GB | – | – | – | – |
| Kimi K2 Thinking Moonshot AI | Q4_K_M | won't run | 581.6 GB | – | – | – | – |
| Kimi K2.5 Moonshot AI | Q4_K_M | won't run | 581.6 GB | – | – | – | – |
| MiniMax M2 MiniMax | Q4_K_M | won't run | 137.5 GB | – | – | – | – |
| MiniMax M2.1 MiniMax | Q4_K_M | won't run | 137.5 GB | – | – | – | – |
| MiniMax M2.5 MiniMax | MXFP4 | won't run | 123.9 GB | 12k22k with q8 cache | – | – | – |
| MiniMax M3 MiniMax | UD-Q4_K_M | won't run | 251.4 GB | – | – | – | – |