AI Agent Boxes & Mini PCs
Small, quiet computers built to run AI around the clock: host always-on agents like OpenClaw or n8n, run open models locally with Ollama and LM Studio, and keep your data on hardware you own.
What is an AI agent box?
An AI agent box is a mini PC that stays on 24/7 so your AI assistants can keep working when your laptop is closed. It handles scheduled jobs, inbox triage, content campaigns and home automation, and it can run open-source language models without a monthly cloud bill.
How to choose
- Cloud-connected agents: 32GB of memory is plenty. Start with the GMKtec M5 Ultra.
- Agents plus local models: 64GB and a modern NPU. The EVO-X1 Pro is the sweet spot.
- Large local LLMs: unified memory matters most. The EVO-X2 with AMD Ryzen AI Max+ 395 is the flagship.
- Storage and AI together: the MINISFORUM N5 Pro is a five-bay AI NAS.
Local AI, explained simply
A model's size and compression decide how much memory it needs. An 8-billion-parameter model compressed to 4-bit uses about 6GB, a 32B model roughly 20GB, and 70B-class models want 40GB or more. Mini PCs with unified memory let the GPU borrow system RAM, which is why they have become the go-to hardware for running AI at home.
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