NVIDIA GeForce RTX 3090 vs AMD Radeon RX 9060 XT 16GB
For running models locally, priced in Canada. At 128k context the first runs 25 models fully in memory, the second 17.
In short
The NVIDIA GeForce RTX 3090 has more memory for models: 24 GB against 16 GB. At 128k context the NVIDIA GeForce RTX 3090 runs 25 of the models we track fully in memory and the AMD Radeon RX 9060 XT 16GB 17; only the NVIDIA GeForce RTX 3090 holds Gemma 4 26B-A4B. On the models both run fully in memory, the NVIDIA GeForce RTX 3090 is about 3.3× as fast as the AMD Radeon RX 9060 XT 16GB (estimated, median across models). In Canada the NVIDIA GeForce RTX 3090 costs $2,800 at Amazon and the AMD Radeon RX 9060 XT 16GB $800 at Amazon: the AMD Radeon RX 9060 XT 16GB is $2,000 cheaper.
Updated . Speeds are estimates; how they are worked out.
Specifications
| Spec | NVIDIA GeForce RTX 3090 | AMD Radeon RX 9060 XT 16GB |
|---|---|---|
| GPU | GeForce RTX 3090 | Radeon RX 9060 XT 16GB |
| Memory | 24 GB GDDR6X | 16 GB GDDR6 |
| Memory bus | 384-bit | 128-bit |
| Memory bandwidth | 936 GB/s | 320 GB/s |
| FP16 compute | 71 TFLOPS | 103 TFLOPS |
| Software | CUDA | ROCm |
| Board power | 350 W | 160 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 GeForce RTX 3090 | AMD Radeon RX 9060 XT 16GB |
|---|---|---|
| Gemma 4 26B-A4B | 59tok/sQ5_K_M | offload |
| gpt-oss 20B | 62tok/sMXFP4 | offload |
| Gemma 4 12B | 38tok/sQ8_0 | 14tok/sQ6_K |
| Qwen 3.5 9B | 42tok/sQ8_0 | 13tok/sQ8_0 |
| Qwen 3.5 4B | 66tok/sQ8_0 | 20tok/sQ8_0 |
| Ministral 3 8B | 25tok/sQ4_K_M | offload |
| Gemma 4 E4B | 48tok/sQ8_0 | 15tok/sQ8_0 |
| LFM2.5 8B-A1B | 46tok/sQ8_0 | 15tok/sUD-Q6_K |
| Llama 3.1 8B | 25tok/sQ5_K_M | offload |
| Qwen2.5 0.5B | 271tok/sQ8_0 | 82tok/sQ8_0 |
| Qwen3.5 0.8B | 238tok/sQ8_0 | 72tok/sQ8_0 |
| Qwen3.5 2B | 189tok/sQ5_K_M | 57tok/sQ5_K_M |
| DeepSeek R1 Distill Qwen 1.5B | 103tok/sQ8_0 | 31tok/sQ8_0 |
| Mellum2.1 12B A2.5B Thinking | 76tok/sQ8_0 | 25tok/sQ6_K |
| MiniCPM5 2B | 70tok/sQ8_0 | 21tok/sQ8_0 |
| LFM2.5 2.6B | 53tok/sQ8_0 | 16tok/sQ8_0 |
| LFM2.5 VL 3B | 53tok/sQ8_0 | 16tok/sQ8_0 |
| Kimi VL A3B | 48tok/smlx-8bit | offload |
| granite vision 4.1 4b | 40tok/sQ8_0 | 12tok/sQ8_0 |
| granite 4.2 3b | 40tok/sQ8_0 | 12tok/sQ8_0 |
| GLM 4.6V Flash | 38tok/sQ8_0 | 15tok/sQ4_K_M |
| DeepSeek R1 Distill Qwen 7B | 37tok/sQ8_0 | 13tok/sQ6_K |
| GLM 4.1V 9B Thinking | 34tok/smlx-8bit | offload |
| DeepSeek R1 Distill Llama 8B | 25tok/sQ5_K_M | offload |
| Ministral 3 8B Reasoning 2512 | 25tok/sQ4_K_M | offload |
| Qwen 3.8 27B | offload | offload |
| Qwen 3.5 122B-A10B | offload | won't run |
| Qwen 3.6 27B | offload | offload |
| Gemma 4 31B | offload | offload |
| Mistral Small 4 119B | offload | won't run |
| Qwen 3.6 35B-A3B | offload | offload |
| Qwen 3.5 27B | 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 |
| Gemma 3 27B | offload | offload |
| Mistral Small 3.2 24B | offload | offload |
| Ministral 3 14B | offload | offload |
| Qwen3 14B | offload | offload |
| DeepSeek R1 0528 Qwen3 8B | offload | offload |
| Qwen3 8B | offload | offload |
| Phi-4 14B | offload | offload |
| Granite 4.2 8B | offload | offload |
| LFM2.5 24B A2B | offload | offload |
| DeepSeek R1 Distill Qwen 14B | offload | offload |
| Devstral Small 2507 | offload | offload |
| Magistral Small 2506 | offload | offload |
| Magistral Small 2507 | offload | offload |
| Magistral Small 2509 | 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 |
| Qwen3 32B | won't run | won't run |
| DeepSeek R1 Distill Qwen 32B | 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 V3 0324 | won't run | won't run |
| DeepSeek V3.1 | 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 4.5V | 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 5.1 | 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 |
| granite 4.2 30b | won't run | won't run |
Questions
- Which is better for local AI, the NVIDIA GeForce RTX 3090 or the AMD Radeon RX 9060 XT 16GB?
- Choose the NVIDIA GeForce RTX 3090 to run bigger models. Choose the NVIDIA GeForce RTX 3090 for speed. Choose the AMD Radeon RX 9060 XT 16GB to spend less.
- Which can run bigger models, the NVIDIA GeForce RTX 3090 or the AMD Radeon RX 9060 XT 16GB?
- At 128k context the NVIDIA GeForce RTX 3090 runs 25 of the models we track fully in memory and the AMD Radeon RX 9060 XT 16GB 17; only the NVIDIA GeForce RTX 3090 holds Gemma 4 26B-A4B.
- Which is faster for local AI, the NVIDIA GeForce RTX 3090 or the AMD Radeon RX 9060 XT 16GB?
- On the models both run fully in memory, the NVIDIA GeForce RTX 3090 is about 3.3× as fast as the AMD Radeon RX 9060 XT 16GB (estimated, median across models).
- What is the price difference between the NVIDIA GeForce RTX 3090 and the AMD Radeon RX 9060 XT 16GB?
- In Canada the NVIDIA GeForce RTX 3090 costs $2,800 at Amazon and the AMD Radeon RX 9060 XT 16GB $800 at Amazon: the AMD Radeon RX 9060 XT 16GB is $2,000 cheaper.
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