NVIDIA RTX A6000 vs NVIDIA RTX PRO 5000 Blackwell 48GB
For running models locally, priced in the UK. At 32k context the first runs 65 models fully in memory, the second 65.
In short
Both have 48 GB of memory for models; the NVIDIA RTX A6000 has 768 GB/s of bandwidth and the NVIDIA RTX PRO 5000 Blackwell 48GB 1,344 GB/s. At 32k context both run the same 65 models we track fully in memory. On the models both run fully in memory, the NVIDIA RTX PRO 5000 Blackwell 48GB is about 1.7× as fast as the NVIDIA RTX A6000 (estimated, median across models). In the UK the NVIDIA RTX A6000 costs £3,999 at eBay (used) and the NVIDIA RTX PRO 5000 Blackwell 48GB £5,087 at eBay: the NVIDIA RTX A6000 is £1,088 cheaper.
Updated . Speeds are estimates; how they are worked out.
Specifications
| Spec | NVIDIA RTX A6000 | NVIDIA RTX PRO 5000 Blackwell 48GB |
|---|---|---|
| GPU | RTX A6000 | RTX PRO 5000 Blackwell 48GB |
| Memory | 48 GB GDDR6 | 48 GB GDDR7 |
| Memory bus | 384-bit | 384-bit |
| Memory bandwidth | 768 GB/s | 1,344 GB/s |
| FP16 compute | 38.71 TFLOPS | 73.69 TFLOPS |
| Software | CUDA | CUDA |
| Board power | 300 W | 300 W |
| PCIe generation | Gen 4 | Gen 5 |
| PCIe lanes | x16 | x16 |
What each runs
Estimated decode speed with the most precise quant that fits each one est.
| Model | NVIDIA RTX A6000 | NVIDIA RTX PRO 5000 Blackwell 48GB |
|---|---|---|
| Qwen 3.8 27B | 15tok/sQ8_0 | 27tok/sQ8_0 |
| Qwen 3.5 122B-A10B | 66tok/sUD-Q2_K_XL | 116tok/sUD-Q2_K_XL |
| Qwen 3.6 27B | 15tok/sQ8_0 | 27tok/sQ8_0 |
| Qwen3 Coder Next | 88tok/sQ4_K_M | 154tok/sQ4_K_M |
| Gemma 4 31B | 13tok/sQ8_0 | 23tok/sQ8_0 |
| Mistral Small 4 119B | 91tok/sUD-Q2_K_XL | 160tok/sUD-Q2_K_XL |
| Qwen 3.6 35B-A3B | 75tok/sQ8_0 | 131tok/sQ8_0 |
| Qwen 3.5 27B | 15tok/sQ8_0 | 27tok/sQ8_0 |
| Gemma 4 26B-A4B | 57tok/sQ8_0 | 99tok/sQ8_0 |
| Qwen3 Next 80B-A3B | 107tok/sQ4_K_M | 187tok/sQ4_K_M |
| Qwen 3.5 35B-A3B | 75tok/sQ8_0 | 131tok/sQ8_0 |
| GLM 4.7 Flash | 41tok/sQ8_0 | 71tok/sQ8_0 |
| Devstral Small 2 24B | 16tok/sQ8_0 | 27tok/sQ8_0 |
| Nemotron 3.5 Lightning 30B-A3B | 80tok/sUD-Q6_K_XL | 140tok/sUD-Q6_K_XL |
| Kimi Linear 48B-A3B | 103tok/sQ6_K | 180tok/sQ6_K |
| gpt-oss 20B | 88tok/sMXFP4 | 155tok/sMXFP4 |
| Qwen3 Coder 30B-A3B | 45tok/sQ8_0 | 78tok/sQ8_0 |
| Qwen3 32B | 11tok/sQ8_0 | 19tok/sQ8_0 |
| Gemma 4 12B | 35tok/sQ8_0 | 62tok/sQ8_0 |
| Qwen 3.5 9B | 45tok/sQ8_0 | 78tok/sQ8_0 |
| Mistral Small 3.2 24B | 16tok/sQ8_0 | 27tok/sQ8_0 |
| Gemma 3 27B | 15tok/sQ8_0 | 26tok/sQ8_0 |
| DeepSeek R1 Distill Qwen 32B | 11tok/sQ8_0 | 19tok/sQ8_0 |
| Ministral 3 14B | 24tok/sQ8_0 | 42tok/sQ8_0 |
| Qwen3 14B | 23tok/sQ8_0 | 40tok/sQ8_0 |
| DeepSeek R1 0528 Qwen3 8B | 35tok/sQ8_0 | 62tok/sQ8_0 |
| Qwen3 8B | 35tok/sQ8_0 | 62tok/sQ8_0 |
| Phi-4 14B | 21tok/sQ8_0 | 37tok/sQ8_0 |
| Qwen 3.5 4B | 85tok/sQ8_0 | 149tok/sQ8_0 |
| Ministral 3 8B | 35tok/sQ8_0 | 61tok/sQ8_0 |
| Granite 4.2 8B | 32tok/sQ8_0 | 57tok/sQ8_0 |
| Gemma 4 E4B | 52tok/sQ8_0 | 91tok/sQ8_0 |
| LFM2.5 8B-A1B | 107tok/sQ8_0 | 187tok/sQ8_0 |
| Llama 3.1 8B | 44tok/sQ6_K | 77tok/sQ6_K |
| Qwen2.5 0.5B | 510tok/sQ8_0 | 892tok/sQ8_0 |
| Qwen3.5 0.8B | 386tok/sQ8_0 | 676tok/sQ8_0 |
| Qwen3.5 2B | 256tok/sQ5_K_M | 449tok/sQ5_K_M |
| DeepSeek R1 Distill Qwen 1.5B | 168tok/sQ8_0 | 294tok/sQ8_0 |
| MiniCPM5 2B | 116tok/sQ8_0 | 204tok/sQ8_0 |
| Spark X2.5 4B | 111tok/smlx-4bit | 194tok/smlx-4bit |
| LFM2.5 2.6B | 97tok/sQ8_0 | 171tok/sQ8_0 |
| LFM2.5 VL 3B | 97tok/sQ8_0 | 171tok/sQ8_0 |
| Mellum2.1 12B A2.5B Thinking | 90tok/sQ8_0 | 158tok/sQ8_0 |
| FrogNano 4B 2609 | 83tok/sQ8_0 | 145tok/sQ8_0 |
| granite vision 4.1 4b | 76tok/sQ8_0 | 132tok/sQ8_0 |
| granite 4.2 3b | 72tok/sQ8_0 | 127tok/sQ8_0 |
| Kimi VL A3B Thinking 2506 | 69tok/sQ8_0 | 121tok/sQ8_0 |
| Kimi VL A3B | 67tok/smlx-8bit | 117tok/smlx-8bit |
| Ministral 3 3B Instruct 2512 | 67tok/sQ8_0 | 117tok/sQ8_0 |
| LFM2.5 24B A2B | 59tok/sQ8_0 | 104tok/sQ8_0 |
| GLM 4 9B 0414 | 50tok/smlx-5bit | 87tok/smlx-5bit |
| DeepSeek R1 Distill Qwen 7B | 48tok/sQ8_0 | 84tok/sQ8_0 |
| GLM 4.6V Flash | 42tok/sQ8_0 | 74tok/sQ8_0 |
| DeepSeek R1 Distill Llama 8B | 37tok/sQ8_0 | 65tok/sQ8_0 |
| GLM 4.1V 9B Thinking | 36tok/smlx-8bit | 64tok/smlx-8bit |
| Ministral 3 8B Reasoning 2512 | 35tok/sQ8_0 | 61tok/sQ8_0 |
| Ministral 3 14B Reasoning 2512 | 24tok/sQ8_0 | 42tok/sQ8_0 |
| DeepSeek R1 Distill Qwen 14B | 22tok/sQ8_0 | 38tok/sQ8_0 |
| Qwen3.8 27B OBLITERATED | 21tok/smlx-4bit | 36tok/smlx-4bit |
| Devstral Small 2507 | 16tok/sQ8_0 | 27tok/sQ8_0 |
| Magistral Small 2506 | 16tok/sQ8_0 | 27tok/sQ8_0 |
| Magistral Small 2507 | 16tok/sQ8_0 | 27tok/sQ8_0 |
| Magistral Small 2509 | 16tok/sQ8_0 | 27tok/sQ8_0 |
| Muse Glimmer 30B | 15tok/sQ8_0 | 25tok/sQ8_0 |
| granite 4.2 30b | 12tok/sQ8_0 | 21tok/sQ8_0 |
| Nemotron 3 Super 120B-A12B | offload | offload |
| gpt-oss 120B | offload | offload |
| GLM 4.5 Air | offload | offload |
| Llama 3.3 70B | offload | offload |
| DeepSeek R1 Distill Llama 70B | offload | offload |
| GLM 4.5V | offload | offload |
| GLM 4.6V | offload | offload |
| Kimi Dev 72B | offload | offload |
| 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 4.7 | 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 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 NVIDIA RTX A6000 or the NVIDIA RTX PRO 5000 Blackwell 48GB?
- Choose the NVIDIA RTX PRO 5000 Blackwell 48GB for speed. Choose the NVIDIA RTX A6000 to spend less.
- Which can run bigger models, the NVIDIA RTX A6000 or the NVIDIA RTX PRO 5000 Blackwell 48GB?
- At 32k context both run the same 65 models we track fully in memory.
- Which is faster for local AI, the NVIDIA RTX A6000 or the NVIDIA RTX PRO 5000 Blackwell 48GB?
- On the models both run fully in memory, the NVIDIA RTX PRO 5000 Blackwell 48GB is about 1.7× as fast as the NVIDIA RTX A6000 (estimated, median across models).
- What is the price difference between the NVIDIA RTX A6000 and the NVIDIA RTX PRO 5000 Blackwell 48GB?
- In the UK the NVIDIA RTX A6000 costs £3,999 at eBay (used) and the NVIDIA RTX PRO 5000 Blackwell 48GB £5,087 at eBay: the NVIDIA RTX A6000 is £1,088 cheaper.
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