How we got this number
Each generated token reads the active part of the model from memory once: 2.5 GB. The Mac mini M4 Pro (64GB) moves 273 GB/s, so the ceiling is 109 tokens/sec. Real machines reach a fraction of that ceiling; we use 80%, calibrated against a measured Mac run. Send us your real numbers and we'll replace the estimate.
Faster machines for Nemotron 3.5 lightning 30B (A3B)
Other models on the Mac mini M4 Pro (64GB)
| lfm 2.5 8B (A1B) | Fast | 120+ tok/s |
| Qwen 3 30B (A3B) | Fast | 64 tok/s |
| Qwen3 Coder 30B (A3B) | Fast | 64 tok/s |
| Qwen 3-VL 30B (A3B) | Fast | 61 tok/s |
| Qwen3.5 35B (A3B) | Fast | 57 tok/s |
| Qwen3.6 35B (A3B) | Fast | 57 tok/s |