How we got this number
Each generated token reads the whole model from memory once: 5.6 GB. The Ryzen AI Max+ 395 mini PC (128GB) moves 256 GB/s, so the ceiling is 46 tokens/sec. Real machines reach a fraction of that ceiling; we use 70%, an assumption until we get measured runs for this kind of machine. Send us your real numbers and we'll replace the estimate.
Faster machines for Gemma 3n E2B
Other models on the Ryzen AI Max+ 395 mini PC (128GB)
| lfm 2.5 8B (A1B) | Fast | 120+ tok/s |
| Llama 3.2 1B | Fast | 120+ tok/s |
| Qwen 3 1.7B | Fast | 120+ tok/s |
| Granite 3.1 moe 1B | Fast | 120+ tok/s |
| minicpm v4.6 1B | Fast | 112 tok/s |
| Gemma 2 2B | Fast | 112 tok/s |