Will it run? / Mistral small 22B / Mac mini M2 (16GB)

Can the Mac mini M2 (16GB) run Mistral small 22B?

Won't fit No. Mistral small 22B needs about 14.5 GB of memory, and the Mac mini M2 (16GB) can give a model about 10.7 GB. You'd need a machine with more memory, or a smaller model.

–estimated tokens/sec
14.5 GBmemory needed
10.7 GBavailable to the model
100 GB/smemory bandwidth

Check the Mac mini M2 (16GB) price →

How we got this number

Each generated token reads the whole model from memory once: 13 GB. The Mac mini M2 (16GB) moves 100 GB/s, so the ceiling is 7.7 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 Mistral small 22B

Mac Studio M5 Ultra (96GB)76 tok/s$5,499Check price →
Mac Studio M5 Ultra (256GB)76 tok/s$9,499Check price →
Mac Studio M5 Max (40-core GPU, 64GB)38 tok/s$3,799Check price →
Mac mini M5 Pro (24GB)19 tok/s$1,699Check price →

Other models on the Mac mini M2 (16GB)

lfm 2.5 8B (A1B)Fast65 tok/s
Qwen2.5-VL 3BFast25 tok/s
Gemma 3 4BFast24 tok/s
Qwen 3-VL 4BFast24 tok/s
translateGemma 4BFast24 tok/s
Qwen3.5 4BFast24 tok/s