How we got this number
Each generated token reads the whole model from memory once: 18 GB. The Mac mini M5 Pro (64GB) moves 307 GB/s, so the ceiling is 17 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 muse glimmer 30B
| Mac Studio M5 Ultra (96GB) | 55 tok/s | Check price → |
| Mac Studio M5 Ultra (256GB) | 55 tok/s | Check price → |
| Mac Studio M5 Max (40-core GPU, 64GB) | 27 tok/s | Check price → |
| NVIDIA DGX Spark (128GB) | 11 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 |
| Llama 2 7B | Fast | 65 tok/s |
| Code Llama 7B | Fast | 65 tok/s |