Apple’s new Mac mini M6 for Local AI

How to turn Apple’s new little desktop into a private AI server for local models, Claude Code, documents, agents and automation and where the cloud still makes more sense.

Apple’s new Mac mini M6 for Local AI

TL;DR

  • The new M6 Mac mini can run capable AI models, files, and AI workflows locally.
  • This reduces reliance on cloud data centers and eliminates per-task charges.
  • Local AI models have become significantly better and more compact.
  • Models like Qwen3.8-27B (18GB), Qwen3-Coder 30B (19GB), Gemma4 12B (7.6GB), and OpenAI's gpt-oss-20B (14GB) can be run.
  • The Mac mini's M6 chip supports up to 32GB of unified memory, making local AI practical.
  • The $899 base model is not recommended for running local AI.