NVIDIA RTX PRO 2000 Blackwell vs AMD Radeon RX 7600 XT
For running models locally, priced in the UK. At 32k context the first runs 37 models fully in memory, the second 36.
In short
Both have 16 GB of memory for models; the NVIDIA RTX PRO 2000 Blackwell has 288 GB/s of bandwidth and the AMD Radeon RX 7600 XT 288 GB/s. At 32k context the NVIDIA RTX PRO 2000 Blackwell runs 37 of the models we track fully in memory and the AMD Radeon RX 7600 XT 36; only the NVIDIA RTX PRO 2000 Blackwell holds DeepSeek R1 Distill Qwen 14B. On the models both run fully in memory, the NVIDIA RTX PRO 2000 Blackwell is about 1.1× as fast as the AMD Radeon RX 7600 XT (estimated, median across models).
Updated . Speeds are estimates; how they are worked out.
Specifications
| Spec | NVIDIA RTX PRO 2000 Blackwell | AMD Radeon RX 7600 XT |
|---|---|---|
| GPU | RTX PRO 2000 Blackwell | Radeon RX 7600 XT |
| Memory | 16 GB GDDR7 | 16 GB GDDR6 |
| Memory bus | 128-bit | 128-bit |
| Memory bandwidth | 288 GB/s | 288 GB/s |
| FP16 compute | 17.03 TFLOPS | 45 TFLOPS |
| Software | CUDA | ROCm |
| Board power | 70 W | 190 W |
| PCIe generation | Gen 5 | Gen 4 |
| PCIe lanes | x8 | x8 |
What each runs
Estimated decode speed with the most precise quant that fits each one est.
| Model | NVIDIA RTX PRO 2000 Blackwell | AMD Radeon RX 7600 XT |
|---|---|---|
| gpt-oss 20B | 33tok/sMXFP4 | 29tok/sMXFP4 |
| Gemma 4 12B | 13tok/sQ8_0 | 12tok/sQ8_0 |
| Qwen 3.5 9B | 17tok/sQ8_0 | 15tok/sQ8_0 |
| Qwen3 14B | 12tok/sQ4_K_M | 11tok/sQ4_K_M |
| Ministral 3 14B | 12tok/sQ5_K_M | 11tok/sQ5_K_M |
| DeepSeek R1 0528 Qwen3 8B | 13tok/sQ8_0 | 12tok/sQ8_0 |
| Qwen3 8B | 13tok/sQ8_0 | 12tok/sQ8_0 |
| Qwen 3.5 4B | 32tok/sQ8_0 | 28tok/sQ8_0 |
| Ministral 3 8B | 13tok/sQ8_0 | 12tok/sQ8_0 |
| Granite 4.2 8B | 12tok/sQ8_0 | 11tok/sQ8_0 |
| Gemma 4 E4B | 20tok/sQ8_0 | 17tok/sQ8_0 |
| LFM2.5 8B-A1B | 40tok/sQ8_0 | 36tok/sQ8_0 |
| Llama 3.1 8B | 16tok/sQ6_K | 15tok/sQ6_K |
| Qwen2.5 0.5B | 191tok/sQ8_0 | 170tok/sQ8_0 |
| Qwen3.5 0.8B | 145tok/sQ8_0 | 128tok/sQ8_0 |
| Qwen3.5 2B | 96tok/sQ5_K_M | 85tok/sQ5_K_M |
| LFM3 1.7B | 79tok/sQ8_0 | 70tok/sQ8_0 |
| DeepSeek R1 Distill Qwen 1.5B | 63tok/sQ8_0 | 56tok/sQ8_0 |
| MiniCPM5 2B | 44tok/sQ8_0 | 39tok/sQ8_0 |
| Spark X2.5 4B | 42tok/smlx-4bit | 37tok/smlx-4bit |
| LFM2.5 2.6B | 37tok/sQ8_0 | 32tok/sQ8_0 |
| LFM2.5 VL 3B | 37tok/sQ8_0 | 32tok/sQ8_0 |
| Kimi VL A3B Thinking 2506 | 36tok/sQ4_K_M | 32tok/sQ4_K_M |
| Mellum2.1 12B A2.5B Thinking | 34tok/sQ8_0 | 30tok/sQ8_0 |
| FrogNano 4B 2609 | 31tok/sQ8_0 | 28tok/sQ8_0 |
| Kimi VL A3B | 30tok/smlx-6bit | 27tok/smlx-6bit |
| granite vision 4.1 4b | 28tok/sQ8_0 | 25tok/sQ8_0 |
| granite 4.2 3b | 27tok/sQ8_0 | 24tok/sQ8_0 |
| Ministral 3 3B Instruct 2512 | 25tok/sQ8_0 | 22tok/sQ8_0 |
| GLM 4 9B 0414 | 19tok/smlx-5bit | 17tok/smlx-5bit |
| DeepSeek R1 Distill Qwen 7B | 18tok/sQ8_0 | 16tok/sQ8_0 |
| GLM 4.6V Flash | 16tok/sQ8_0 | 14tok/sQ8_0 |
| DeepSeek R1 Distill Llama 8B | 14tok/sQ8_0 | 12tok/sQ8_0 |
| GLM 4.1V 9B Thinking | 14tok/smlx-8bit | 12tok/smlx-8bit |
| Ministral 3 8B Reasoning 2512 | 13tok/sQ8_0 | 12tok/sQ8_0 |
| Ministral 3 14B Reasoning 2512 | 12tok/sQ5_K_M | 11tok/sQ5_K_M |
| DeepSeek R1 Distill Qwen 14B | 12tok/sQ4_K_M | offload |
| Qwen 3.8 27B | offload | offload |
| Qwen 3.5 122B-A10B | offload | offload |
| Qwen 3.6 27B | offload | offload |
| Gemma 4 31B | offload | offload |
| Mistral Small 4 119B | offload | offload |
| Qwen 3.6 35B-A3B | offload | offload |
| Qwen 3.5 27B | offload | offload |
| Gemma 4 26B-A4B | offload | offload |
| Qwen 3.5 35B-A3B | offload | offload |
| GLM 4.7 Flash | offload | offload |
| Devstral Small 2 24B | offload | offload |
| Nemotron 3.5 Lightning 30B-A3B | offload | offload |
| Kimi Linear 48B-A3B | offload | offload |
| Qwen3 Coder 30B-A3B | offload | offload |
| Qwen3 32B | offload | offload |
| Gemma 3 27B | offload | offload |
| Mistral Small 3.2 24B | offload | offload |
| DeepSeek R1 Distill Qwen 32B | offload | offload |
| Phi-4 14B | offload | offload |
| LFM2.5 24B A2B | offload | offload |
| Muse Glimmer 30B | offload | offload |
| Devstral Small 2507 | offload | offload |
| Magistral Small 2506 | offload | offload |
| Magistral Small 2507 | offload | offload |
| Magistral Small 2509 | offload | offload |
| Qwen3.8 27B OBLITERATED | offload | offload |
| granite 4.2 30b | 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 |
| Nemotron 3 Super 120B-A12B | won't run | won't run |
| Qwen3 Coder Next | won't run | won't run |
| gpt-oss 120B | won't run | won't run |
| GLM 4.5 Air | won't run | won't run |
| Qwen3 Next 80B-A3B | won't run | won't run |
| Llama 3.3 70B | 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 Distill Llama 70B | 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 4.5V | 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 NVIDIA RTX PRO 2000 Blackwell or the AMD Radeon RX 7600 XT?
- Choose the NVIDIA RTX PRO 2000 Blackwell to run bigger models. Choose the NVIDIA RTX PRO 2000 Blackwell for speed.
- Which can run bigger models, the NVIDIA RTX PRO 2000 Blackwell or the AMD Radeon RX 7600 XT?
- At 32k context the NVIDIA RTX PRO 2000 Blackwell runs 37 of the models we track fully in memory and the AMD Radeon RX 7600 XT 36; only the NVIDIA RTX PRO 2000 Blackwell holds DeepSeek R1 Distill Qwen 14B.
- Which is faster for local AI, the NVIDIA RTX PRO 2000 Blackwell or the AMD Radeon RX 7600 XT?
- On the models both run fully in memory, the NVIDIA RTX PRO 2000 Blackwell is about 1.1× as fast as the AMD Radeon RX 7600 XT (estimated, median across models).
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- NVIDIA GeForce RTX 5070 Ti vs NVIDIA RTX PRO 2000 Blackwell
- NVIDIA RTX PRO 2000 Blackwell vs AMD Radeon RX 7800 XT
- NVIDIA RTX PRO 2000 Blackwell vs AMD Radeon RX 9060 XT 16GB
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