How we got this number
Each generated token reads the whole model from memory once: 8.9 GB. The Mac mini M4 Pro (64GB) moves 273 GB/s, so the ceiling is 31 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 DeepSeek Coder v2 16B
| Mac Studio M5 Ultra (96GB) | 111 tok/s | Check price → |
| Mac Studio M5 Ultra (256GB) | 111 tok/s | Check price → |
| Mac Studio M5 Max (40-core GPU, 64GB) | 55 tok/s | Check price → |
| Mac mini M5 Pro (24GB) | 28 tok/s | Check price → |
Other models on the Mac mini M4 Pro (64GB)
| lfm 2.5 8B (A1B) | Fast | 120+ tok/s |
| smollm 2 1.7B | Fast | 120+ tok/s |
| starCoder 2 3B | Fast | 120+ tok/s |
| falcon 3 1B | Fast | 120+ tok/s |
| Qwen2.5 3B | Fast | 115 tok/s |
| Qwen2.5 Coder 3B | Fast | 115 tok/s |