Quadro RTX 8000
NVIDIA
48GB VRAM · 672 GB/s bandwidth · 32.6 FP16 TFLOPS · 260W TDP
The Quadro RTX 8000 has 48GB of VRAM with 672 GB/s memory bandwidth and 32.6 TFLOPS FP16 compute. At Q4 quantization, it can comfortably run Gemma 3 4B (194 tok/s), Qwen 2.5 7B (102 tok/s), Llama 3.1 8B (97 tok/s). Models larger than ~82B parameters won't fit even at Q4. Electricity cost is approximately $28/month at 260W TDP.
What LLMs can you run?
| Model | Params | Q4 Weight | Fit | Decode |
|---|---|---|---|---|
| Gemma 3 4B | 4.0B | 2 GB | comfortable | 194 tok/s |
| Qwen 2.5 7B | 7.6B | 4 GB | comfortable | 102 tok/s |
| Llama 3.1 8B | 8.0B | 4 GB | comfortable | 97 tok/s |
| Mistral Small 24B | 24.0B | 12 GB | comfortable | 32 tok/s |
| Gemma 3 27B | 27.4B | 14 GB | tight | 28 tok/s |
| Qwen 2.5 Coder 32B | 32.5B | 16 GB | tight | 23 tok/s |
| Llama 3.3 70B | 70.6B | 35 GB | tight | 11 tok/s |
| Qwen 2.5 72B | 72.7B | 36 GB | tight | 10 tok/s |
| Llama 3.1 405B | 405B | 202 GB | won't fit | |
| DeepSeek R1 671B | 671B | 336 GB | won't fit |
Similar GPUs
| GPU | VRAM | BW | TFLOPS | TDP |
|---|---|---|---|---|
| A40 PCIe | 48GB | 695 GB/s | 37.4 | 300W |
| Quadro RTX 8000 Passive | 48GB | 624 GB/s | 29.9 | 260W |
| RTX A6000 | 48GB | 768 GB/s | 38.7 | 300W |
| M4 Max 48GB | 48GB | 546 GB/s | 36.9 | 75W |
| Radeon PRO W7800 48 GB | 48GB | 864 GB/s | 90.5 | 281W |
Compare with another GPU
Select another GPU to compare specs and model performance side by side.