GPUs & Macs › AMD Radeon RX 9070 XT
AMD Radeon RX 9070 XT: local LLM speed
Llama 2 7B (Q4_0) generates 137 tokens/s on the AMD Radeon RX 9070 XT (Vulkan), and processes prompts at 5,036 tokens/s.
Measured results
| Model | Generate tok/s | Prompt tok/s | Quant | Backend | Test | Source |
|---|---|---|---|---|---|---|
| Llama 2 7B | 137 | 5,036 | Q4_0 | Vulkan FA off | tg128 | llama.cpp #10879 details |
| Llama 2 7B | 132 | 5,048 | Q4_0 | Vulkan FA on | tg128 | llama.cpp #10879 details |
| Llama 2 7B | 101 | 5,055 | Q4_0 | ROCm FA off | tg128 | llama.cpp #15021 details |
| Llama 2 7B | 97.3 | 4,904 | Q4_0 | ROCm FA on | tg128 | llama.cpp #15021 details |
| Llama 3.2 1B Instruct | 162 | 2,708 | Q4_K_M | llamafile | LocalScore avg | LocalScore details |
What fits on the AMD Radeon RX 9070 XT
Estimates for this chip are scaled from a measured run: Llama 2 7B Q4_0 at 137 tok/s (Vulkan, source). Fit assumes the whole model in GPU memory with ~8K context.
| Model | Best quant that fits | File | Expected tok/s |
|---|---|---|---|
| Qwen3.8-27B | UD-IQ3_XXS | 10.9 GB | 47.9 estimate |
| gemma-4-12B-it | Q8_0 | 12.7 GB | 41.4 estimate |
| Qwen3.5-9B | Q8_0 | 9.5 GB | 55.0 estimate |
| Qwen3.5-4B | Q8_0 | 4.5 GB | 117 estimate |
| Qwen3.6-35B-A3B | UD-IQ3_XXS | 13.2 GB | 231 estimate |
| gemma-4-26B-A4B-it | UD-IQ4_XS | 13.6 GB | 125 estimate |
| MiMo-V2.6-Distill-Qwen-9B | Q8_0 | 9.5 GB | 54.9 estimate |
| gemma-4-E4B-it | Q8_0 | 8.2 GB | 64.0 estimate |
| Muse-Glimmer-30B | UD-IQ3_XXS | 13.1 GB | 39.9 estimate |
| Qwen3-4B | Q8_0 | 4.3 GB | 122 estimate |
| gemma-4-31B-it | UD-IQ3_XXS | 11.8 GB | 44.3 estimate |
| gemma-4-12B-it-qat-q4_0-unquantized | UD-Q4_K_XL | 6.7 GB | 78.0 estimate |
| gemma-3-1b-it | Q8_0 | 1.1 GB | 437 estimate |
| gemma-4-E2B-it | Q8_0 | 5.0 GB | 106 estimate |
Similar hardware
AMD Radeon RX 9070 · AMD Radeon RX 7800 XT · AMD Radeon RX 7900 GRE · AMD Radeon RX 6900 XT · AMD Radeon RX 6800 · AMD Radeon VII · AMD Radeon RX 6800 XT · AMD Radeon RX 9060 XT