How we got this number
Each generated token reads the active part of the model from memory once: 2.1 GB. The Mac mini M6 (32GB) moves 170 GB/s, so the ceiling is 81 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 Qwen3.5 35B (A3B)
Other models on the Mac mini M6 (32GB)
| lfm 2.5 8B (A1B) | Fast | 111 tok/s |
| Qwen 3 30B (A3B) | Fast | 40 tok/s |
| Qwen3 Coder 30B (A3B) | Fast | 40 tok/s |
| gpt-oss 20B | Fast | 33 tok/s |
| Llama 3.1 8B | Fast | 28 tok/s |
| Qwen 7B | Fast | 28 tok/s |