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 Mac mini with the M6 chip can run AI models, files, and workflows locally.
  • This reduces reliance on distant data centers and avoids per-task charges.
  • Local AI models like Qwen3.8-27B (18GB) and Gemma 4 12B (7.6GB) are becoming more efficient.
  • The Mac mini supports up to 32GB of unified memory, enabling local AI processing.
  • The base $899 model is not recommended for running local AI.