Hardware
Radeon RX 9070 XT
Radeon RX 9070 XT has 16 GB GDDR6 and 640 GB/s. See which open models fit, at which quant, and roughly how fast. Figures below use the default memory (16 GB), 32 GB system RAM, and DDR5-5600 for anything that spills. Updated 2026-10-24.
Memory16 GB GDDR6
Bandwidth640 GB/s
Kindgpu
Year2025
AMD product page: 16GB GDDR6, 256-bit, up to 640 GB/s. Source.
RSS for new models on this device
Models that fit
| Model | Verdict | Quant | Context | tok/s |
|---|---|---|---|---|
| Qwen3.8 27B 27.3B | Tight fit | UD-IQ4_XS | 8K | 24–32 |
| Devstral Small 2 24B Instruct 2512 23.6B | Tight fit | Q4_K_M | 4K | 23–32 |
| Mistral Small 3.2 24B Instruct 2506 23.6B | Tight fit | Q4_K_M | 4K | 23–32 |
| Magistral Small 2509 23.6B | Tight fit | Q4_K_M | 4K | 23–32 |
| Swift Qwen3.8 27B 27.3B | Tight fit | Q3_K_L | 8K | 24–32 |
| gpt oss 20b 20.9B | Tight fit | UD-Q8_K_XL | 8K | 87–119 |
| gemma 3 27b it 27.0B | Tight fit | UD-Q3_K_XL | 8K | 20–27 |
| medgemma 27b text it 27.0B | Tight fit | UD-Q3_K_XL | 8K | 20–27 |
| Qwen3.6 27B 26.9B | Tight fit | UD-Q3_K_XL | 4K | 24–33 |
| Qwen3.5 27B 26.9B | Tight fit | UD-Q3_K_XL | 4K | 24–33 |
| GLM 4.7 Flash REAP 23B A3B 23.0B | Tight fit | UD-Q4_K_XL | 8K | 153–209 |
| GLM 4 32B 0414 32.6B | Tight fit | Q3_K_S | 8K | 24–32 |
| NousResearch Hermes 4 14B 14.8B | Runs | Q5_K_M | 8K | 30–40 |
| Qwen2.5 14B Instruct 14.8B | Runs | Q5_K_M | 8K | 29–40 |
| DeepSeek R1 Distill Qwen 14B 14.8B | Tight fit | Q6_K | 8K | 26–35 |
| Qwen2.5 Coder 14B Instruct 128K 14.8B | Tight fit | Q6_K | 8K | 26–35 |
| Qwen3 14B 14.8B | Tight fit | UD-Q6_K_XL | 8K | 24–33 |
| phi 4 14.7B | Tight fit | Q6_K | 8K | 26–35 |
| gemma 4 26B A4B it 25.2B | Tight fit | UD-IQ4_XS | 8K | 84–115 |
| gemma 4 31B it 30.7B | Tight fit | Q3_K_S | 4K | 20–28 |
| Qwen3 32B 32.8B | Tight fit | UD-IQ3_XXS | 4K | 25–34 |
| Qwen3 VL 32B Instruct 32.8B | Tight fit | UD-IQ3_XXS | 4K | 25–34 |
| bottlecapai ThinkingCap gemma 4 26B A4B it 25.2B | Tight fit | IQ4_XS | 8K | 82–112 |
| GLM 4.7 Flash 29.9B | Tight fit | UD-Q3_K_XL | 8K | 104–142 |
| Qwen3.5 35B A3B 34.7B | Tight fit | UD-IQ3_S | 8K | 262–357 |
| Qwen3.6 35B A3B 34.7B | Tight fit | UD-IQ3_S | 8K | 260–355 |
| Ministral 3 14B Instruct 2512 13.5B | Tight fit | UD-Q6_K_XL | 8K | 26–36 |
| Ministral 3 14B Reasoning 2512 13.5B | Tight fit | UD-Q6_K_XL | 8K | 26–36 |
| Qwen3 Coder 30B A3B Instruct 30.5B | Tight fit | UD-Q3_K_XL | 8K | 163–222 |
| Qwen3 30B A3B Instruct 2507 30.5B | Tight fit | UD-Q3_K_XL | 8K | 163–222 |
| Qwen3 VL 30B A3B Instruct 30.5B | Tight fit | UD-Q3_K_XL | 8K | 163–222 |
| Qwen3 30B A3B Thinking 2507 30.5B | Tight fit | UD-Q3_K_XL | 8K | 163–222 |
| Qwen2.5 Coder 32B Instruct 32.8B | Tight fit | IQ3_XXS | 8K | 23–32 |
| gemma 4 12b it 11.9B | Tight fit | UD-Q8_K_XL | 8K | 21–28 |
| Tiel Coder 35B A3B 34.7B | Tight fit | UD-IQ3_XXS | 8K | 268–366 |
| Qwen3.6 14B A3B FableVibes 13.8B | Tight fit | Q8_0 | 8K | 105–143 |
| LFM2.5 24B A2B 24.0B | Runs | UD-Q3_K_XL | 8K | 222–303 |
| Kwaipilot KAT Coder V2.5 Dev 34.7B | Tight fit | IQ3_XXS | 4K | 127–173 |
| Qwen2.5 32B Instruct 32.8B | Runs | IQ2_S | 8K | 28–38 |
| GLM 4.6V Flash 9.4B | Runs | UD-Q8_K_XL | 8K | 28–39 |
105 more models in the catalog do not fit this default profile, or ranked below the first 40 that do.
Example: Tight fit fully on your Radeon RX 9070 XT at UD-IQ4_XS, 8K context, about 24–32 tok/s. Weights 13.3 GB plus 0.57 GB of KV cache — 14.3 GB of 14.7 GB usable. Weights shown in the verdict use GiB (the same 1024³ counting as GPU memory).