How we got this number
Each generated token reads the whole model from memory once: 20 GB. The Mac mini M5 Pro (64GB) moves 307 GB/s, so the ceiling is 15 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 Qwen 3 32B
| Mac Studio M5 Ultra (96GB) | 49 tok/s | Check price → |
| Mac Studio M5 Ultra (256GB) | 49 tok/s | Check price → |
| Mac Studio M5 Max (40-core GPU, 64GB) | 25 tok/s | Check price → |
| NVIDIA DGX Spark (128GB) | 9.6 tok/s | Check price → |
Other models on the Mac mini M5 Pro (64GB)
| lfm 2.5 8B (A1B) | Fast | 120+ tok/s |
| Qwen 3 30B (A3B) | Fast | 72 tok/s |
| Qwen3 Coder 30B (A3B) | Fast | 72 tok/s |
| Qwen 3-VL 30B (A3B) | Fast | 68 tok/s |
| Qwen3.5 35B (A3B) | Fast | 64 tok/s |
| Qwen3.6 35B (A3B) | Fast | 64 tok/s |