NVIDIA GeForce RTX 3090 Ti vs AMD Radeon RX 7900 XTX
For running models locally, priced in Germany. At 64k context the first runs 22 models fully in memory, the second 22.
In short
Both have 24 GB of memory for models; the NVIDIA GeForce RTX 3090 Ti has 1,008 GB/s of bandwidth and the AMD Radeon RX 7900 XTX 960 GB/s. At 64k context both run the same 22 models we track fully in memory. On the models both run fully in memory, the NVIDIA GeForce RTX 3090 Ti is about 1.2× as fast as the AMD Radeon RX 7900 XTX (estimated, median across models). In Germany the NVIDIA GeForce RTX 3090 Ti costs 2.500 € at Amazon and the AMD Radeon RX 7900 XTX 1.555 € at eBay: the AMD Radeon RX 7900 XTX is 945 € cheaper.
Updated . Speeds are estimates; how they are worked out.
Specifications
| Spec | NVIDIA GeForce RTX 3090 Ti | AMD Radeon RX 7900 XTX |
|---|---|---|
| GPU | GeForce RTX 3090 Ti | Radeon RX 7900 XTX |
| Memory | 24 GB GDDR6X | 24 GB GDDR6 |
| Memory bus | 384-bit | 384-bit |
| Memory bandwidth | 1,008 GB/s | 960 GB/s |
| FP16 compute | 80 TFLOPS | 123 TFLOPS |
| Software | CUDA | ROCm |
| Board power | 450 W | 355 W |
| PCIe generation | Gen 4 | Gen 4 |
| 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 Ti | AMD Radeon RX 7900 XTX |
|---|---|---|
| Qwen 3.8 27B | 30tok/sUD-Q4_K_M | 25tok/sUD-Q4_K_M |
| Qwen 3.6 27B | 26tok/sQ5_K_M | 25tok/sQ4_K_M |
| Qwen 3.6 35B-A3B | 115tok/sUD-Q4_K_M | 97tok/sUD-Q4_K_M |
| Qwen 3.5 27B | 30tok/sQ4_K_M | 25tok/sQ4_K_M |
| Gemma 4 26B-A4B | 78tok/sUD-Q5_K_M | 66tok/sUD-Q5_K_M |
| Qwen 3.5 35B-A3B | 116tok/sQ4_K_M | 98tok/sQ4_K_M |
| GLM 4.7 Flash | 57tok/sQ4_K_M | 48tok/sQ4_K_M |
| gpt-oss 20B | 93tok/sMXFP4 | 78tok/sMXFP4 |
| Gemma 4 12B | 44tok/sQ8_0 | 38tok/sQ8_0 |
| Qwen 3.5 9B | 53tok/sQ8_0 | 45tok/sQ8_0 |
| Gemma 3 27B | 28tok/sQ4_K_M | 24tok/sQ4_K_M |
| Ministral 3 14B | 29tok/sQ6_K | 24tok/sQ6_K |
| Qwen3 14B | 27tok/sQ6_K | 23tok/sQ6_K |
| DeepSeek R1 0528 Qwen3 8B | 34tok/sQ8_0 | 29tok/sQ8_0 |
| Qwen3 8B | 34tok/sQ8_0 | 29tok/sQ8_0 |
| Phi-4 14B | 26tok/sQ5_K_M | 24tok/sQ4_K_M |
| Qwen 3.5 4B | 94tok/sQ8_0 | 79tok/sQ8_0 |
| Ministral 3 8B | 34tok/sQ8_0 | 29tok/sQ8_0 |
| Granite 4.2 8B | 31tok/sQ8_0 | 26tok/sQ8_0 |
| Gemma 4 E4B | 62tok/sQ8_0 | 52tok/sQ8_0 |
| LFM2.5 8B-A1B | 88tok/sQ8_0 | 74tok/sQ8_0 |
| Llama 3.1 8B | 41tok/sQ6_K | 35tok/sQ6_K |
| Qwen 3.5 122B-A10B | offload | offload |
| Gemma 4 31B | offload | offload |
| Qwen3 Coder Next | offload | offload |
| Mistral Small 4 119B | offload | offload |
| Devstral Small 2 24B | offload | offload |
| Qwen3 Next 80B-A3B | 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 |
| Mistral Small 3.2 24B | offload | offload |
| DeepSeek R1 Distill Qwen 32B | 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 |
| gpt-oss 120B | won't run | won't run |
| GLM 4.5 Air | won't run | won't run |
| Llama 3.3 70B | won't run | won't run |
Questions
- Which is better for local AI, the NVIDIA GeForce RTX 3090 Ti or the AMD Radeon RX 7900 XTX?
- Choose the NVIDIA GeForce RTX 3090 Ti for speed. Choose the AMD Radeon RX 7900 XTX to spend less.
- Which can run bigger models, the NVIDIA GeForce RTX 3090 Ti or the AMD Radeon RX 7900 XTX?
- At 64k context both run the same 22 models we track fully in memory.
- Which is faster for local AI, the NVIDIA GeForce RTX 3090 Ti or the AMD Radeon RX 7900 XTX?
- On the models both run fully in memory, the NVIDIA GeForce RTX 3090 Ti is about 1.2× as fast as the AMD Radeon RX 7900 XTX (estimated, median across models).
- What is the price difference between the NVIDIA GeForce RTX 3090 Ti and the AMD Radeon RX 7900 XTX?
- In Germany the NVIDIA GeForce RTX 3090 Ti costs 2.500 € at Amazon and the AMD Radeon RX 7900 XTX 1.555 € at eBay: the AMD Radeon RX 7900 XTX is 945 € cheaper.
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