Will it run? / ornith 35B / Mac mini M6 (32GB)

Can the Mac mini M6 (32GB) run ornith 35B?

Too slow to enjoy Yes, at about 3.9 tokens/sec (estimated). It technically runs, but slowly enough to be frustrating. It only fits if you raise the GPU memory limit, and it'll be slower than usual.

3.9estimated tokens/sec
22.5 GBmemory needed
21.4 GBavailable to the model
170 GB/smemory bandwidth
ollama run ornith:35b

Check the Mac mini M6 (32GB) price →

How we got this number

Each generated token reads the whole model from memory once: 21 GB. The Mac mini M6 (32GB) moves 170 GB/s, so the ceiling is 8.1 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 ornith 35B

Mac Studio M5 Ultra (96GB)47 tok/s$5,499Check price →
Mac Studio M5 Ultra (256GB)47 tok/s$9,499Check price →
Mac Studio M5 Max (40-core GPU, 64GB)23 tok/s$3,799Check price →
Mac mini M5 Pro (64GB)12 tok/sCheck price →

Other models on the Mac mini M6 (32GB)

lfm 2.5 8B (A1B)Fast111 tok/s
Qwen 3 30B (A3B)Fast40 tok/s
Qwen3 Coder 30B (A3B)Fast40 tok/s
gpt-oss 20BFast33 tok/s
Mistral 7BFast31 tok/s
Qwen2 7BFast31 tok/s