
Hardware ยท AMD
What AI models can the AMD Ryzen AI 9 HX 470 (DDR5 SO-DIMM) (32 GB) run?
- Unified memory
- 32.0 GB
- Usable for models
- 24.0 GB
- Memory bandwidth
- 90 GB/s
- FP16 compute
- 25.4 TFLOPS
- Released
- 2026
macOS lets the GPU use roughly two-thirds to three-quarters of unified memory by default, so we plan around that figure rather than the full 32.0 GB.
More about this hardware
| Maker | AMD |
|---|---|
| Type | Unified-memory system on a chip |
| GPU share of memory | 75% (what the GPU can typically be given for a model) |
| Chip | AMD Ryzen AI 9 HX 470 (DDR5 SO-DIMM) |
Apps that run models well on the AMD Ryzen AI 9 HX 470 (DDR5 SO-DIMM) (32 GB)
1 product with the AMD Ryzen AI 9 HX 470 (DDR5 SO-DIMM) (32 GB)
Best LLMs for the AMD Ryzen AI 9 HX 470 (DDR5 SO-DIMM) (32 GB)
| Quality | Model | Quant | Memory | Speed | Runs |
|---|---|---|---|---|---|
| 87Excellent quality (A+) ยท 87 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 90/100 (quality, fit, speed and memory use) sets the ranking. | Gemma 4 26B-A4B | Q4_K_M | 18.7 GB | 23.0 tok/s | Runs well |
| 86Excellent quality (A+) ยท 86 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 90/100 (quality, fit, speed and memory use) sets the ranking. | KAT-Coder V2.5 Dev (35B-A3B) | Q4_K_M | 23.8 GB | 28.5 tok/s | Runs welltight fit |
| 78Great quality (A) ยท 78 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 89/100 (quality, fit, speed and memory use) sets the ranking. | Qwen3.6 35B-A3B | Q3_K_M | 20.3 GB | 36.0 tok/s | Runs great |
| 78Great quality (A) ยท 78 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 89/100 (quality, fit, speed and memory use) sets the ranking. | MiniCPM-V 4.7 35B-A3B | Q3_K_M | 19.9 GB | 36.0 tok/s | Runs great |
| 78Great quality (A) ยท 78 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 89/100 (quality, fit, speed and memory use) sets the ranking. | Qwen3.5 35B-A3B | Q3_K_M | 20.3 GB | 36.0 tok/s | Runs great |
| 83Great quality (A) ยท 83 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 89/100 (quality, fit, speed and memory use) sets the ranking. | GLM-4.7 Flash (30B-A3B) | Q4_K_M | 22.0 GB | 28.5 tok/s | Runs welltight fit |
| 77Great quality (A) ยท 77 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 89/100 (quality, fit, speed and memory use) sets the ranking. | Nex N2 Mini (35B-A3B) | Q3_K_M | 19.9 GB | 36.0 tok/s | Runs great |
| 82Great quality (A) ยท 82 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 88/100 (quality, fit, speed and memory use) sets the ranking. | Qwen AgentWorld 35B-A3B | Q4_K_M | 23.8 GB | 28.5 tok/s | Runs welltight fit |
| 76Great quality (A) ยท 76 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 88/100 (quality, fit, speed and memory use) sets the ranking. | Sage-A1.5 35B-A3B | Q3_K_M | 20.3 GB | 36.0 tok/s | Runs great |
| 83Great quality (A) ยท 83 of 100: how capable the model is at Q4_K_M, whatever it runs on. Match score 88/100 (quality, fit, speed and memory use) sets the ranking. | Raon-1 mini Preview (30B-A4B) | Q4_K_M | 20.1 GB | 20.5 tok/s | Runs well |
| 75Great quality (A) ยท 75 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 88/100 (quality, fit, speed and memory use) sets the ranking. | Ornith 1.5 35B-A3B | Q3_K_M | 20.3 GB | 36.0 tok/s | Runs great |
| 75Great quality (A) ยท 75 of 100: how capable the model is at Q3_K_M, whatever it runs on. Match score 88/100 (quality, fit, speed and memory use) sets the ranking. | Flint (40B-A2.5B) | Q3_K_M | 22.3 GB | 42.3 tok/s | Runs welltight fit |
Best Image models for the AMD Ryzen AI 9 HX 470 (DDR5 SO-DIMM) (32 GB)
| Quality | Model | Quant | Memory | Speed | Runs |
|---|---|---|---|---|---|
| 90Excellent quality (A+) ยท 90 of 100: how capable the model is at FP8, whatever it runs on. Match score 93/100 (quality, fit, speed and memory use) sets the ranking. | Krea 2 Turbo | FP8 | 20.2 GB | 14 s | Runs well |
| 82Great quality (A) ยท 82 of 100: how capable the model is at FP8, whatever it runs on. Match score 92/100 (quality, fit, speed and memory use) sets the ranking. | FLUX.2 [klein] 9B | FP8 | 19.9 GB | 5.9 s | Runs great |
| 83Great quality (A) ยท 83 of 100: how capable the model is at FP8, whatever it runs on. Match score 91/100 (quality, fit, speed and memory use) sets the ranking. | ERNIE-Image Turbo | FP8 | 14.5 GB | 10 s | Runs great |
| 78Great quality (A) ยท 78 of 100: how capable the model is at FP16, whatever it runs on. Match score 90/100 (quality, fit, speed and memory use) sets the ranking. | FLUX.2 [klein] 4B | FP16 | 18.1 GB | 3.6 s | Runs great |
| 83Great quality (A) ยท 83 of 100: how capable the model is at Q8 GGUF, whatever it runs on. Match score 89/100 (quality, fit, speed and memory use) sets the ranking. | Z-Image Turbo | Q8 GGUF | 13.0 GB | 10 s | Runs great |
| 89Excellent quality (A+) ยท 89 of 100: how capable the model is at FP8, whatever it runs on. Match score 88/100 (quality, fit, speed and memory use) sets the ranking. | FLUX 3 Image Klein | FP8 | 12.4 GB | 19 s | Runs well |
Best Video models for the AMD Ryzen AI 9 HX 470 (DDR5 SO-DIMM) (32 GB)
| Quality | Model | Quant | Memory | Speed | Runs |
|---|---|---|---|---|---|
| 50Fair quality (C) ยท 50 of 100: how capable the model is at FP16, whatever it runs on. Match score 77/100 (quality, fit, speed and memory use) sets the ranking. | LTX-Video 2B | FP16 | 17.5 GB | 1.5 min | Runs great |
| 83Great quality (A) ยท 83 of 100: how capable the model is at FP8, whatever it runs on. Match score 76/100 (quality, fit, speed and memory use) sets the ranking. | Bernini-R A14B (video generation + editing) | FP8 | 20.3 GB | 41.2 min | Very slowencoder unloaded after use |
| 86Excellent quality (A+) ยท 86 of 100: how capable the model is at FP8, whatever it runs on. Match score 76/100 (quality, fit, speed and memory use) sets the ranking. | LTX-2.5 (22B, video + audio) | FP8 | 19.7 GB | 6.4 min | Runs wellCPU offload |
| 74Great quality (A) ยท 74 of 100: how capable the model is at FP8, whatever it runs on. Match score 73/100 (quality, fit, speed and memory use) sets the ranking. | HY-OmniWeaving (8.3B, unified video) | FP8 | 15.7 GB | 30.3 min | Slowencoder unloaded after use |
| 72Great quality (A) ยท 72 of 100: how capable the model is at FP8, whatever it runs on. Match score 73/100 (quality, fit, speed and memory use) sets the ranking. | FramePack I2V (HunyuanVideo 13B) | FP8 | 19.6 GB | 22.9 min | Slowencoder unloaded after use |
Best Decision models for the AMD Ryzen AI 9 HX 470 (DDR5 SO-DIMM) (32 GB)
| Quality | Model | Quant | Memory | Speed | Runs |
|---|---|---|---|---|---|
| 86Excellent quality (A+) ยท 86 of 100: how capable the model is at F16, whatever it runs on. Match score 93/100 (quality, fit, speed and memory use) sets the ranking. | Jina Reranker v3.5 | F16 | 4.0 GB | 51 ms | Runs great |
| 84Great quality (A) ยท 84 of 100: how capable the model is at F16, whatever it runs on. Match score 92/100 (quality, fit, speed and memory use) sets the ranking. | Jina Reranker v3 | F16 | 4.0 GB | 51 ms | Runs great |
| 82Great quality (A) ยท 82 of 100: how capable the model is at Q8_0, whatever it runs on. Match score 91/100 (quality, fit, speed and memory use) sets the ranking. | mxbai-rerank-large v2 | Q8_0 | 4.2 GB | 86 ms | Runs great |
| 81Great quality (A) ยท 81 of 100: how capable the model is at Q6_K, whatever it runs on. Match score 91/100 (quality, fit, speed and memory use) sets the ranking. | d1 3B | Q6_K | 5.1 GB | 102 ms | Runs great |
| 80Great quality (A) ยท 80 of 100: how capable the model is at F16, whatever it runs on. Match score 91/100 (quality, fit, speed and memory use) sets the ranking. | FRIDA-Decisions | F16 | 2.4 GB | 21 ms | Runs great |
| 80Great quality (A) ยท 80 of 100: how capable the model is at F16, whatever it runs on. Match score 91/100 (quality, fit, speed and memory use) sets the ranking. | GLiNER2.5 Decide | F16 | 1.7 GB | 14 ms | Runs great |
| 80Great quality (A) ยท 80 of 100: how capable the model is at F16, whatever it runs on. Match score 91/100 (quality, fit, speed and memory use) sets the ranking. | LemonDecider 4B | F16 | 10.8 GB | 96 ms | Runs great |
| 80Great quality (A) ยท 80 of 100: how capable the model is at F16, whatever it runs on. Match score 91/100 (quality, fit, speed and memory use) sets the ranking. | Qwen3 Reranker 0.6B | F16 | 4.0 GB | 51 ms | Runs great |
Estimates come from published hardware specs and our open formulas, not from running the model on your machine. Real speed varies with runtime, drivers and settings. Numbers marked โMeasuredโ come from a linked benchmark.
