Local AI Power Use: Mini PC Electricity Cost by Workload
Calculate mini PC local AI electricity cost from measured wall power, workload duration and local utility rates, with examples for idle, chat and image generation.
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Intel Arc vs AMD Radeon iGPU for Local AI on a Mini PC
Compare Intel Arc and AMD Radeon integrated graphics for mini PC local AI workloads by software support, memory bandwidth and real runtime compatibility.
Which Local LLM Fits Your Mini PC? A RAM-to-Model Size Chart
A workload-first chart for matching local LLM parameter size, quantization and context to 16 GB, 32 GB and 64 GB mini PCs.
Mini PC VRAM Explained: Shared Memory Limits for Local AI
Understand VRAM, shared system memory, unified memory and why usable capacity and bandwidth determine which local AI workloads fit a mini PC.
How to Run Ollama on a Mini PC: Hardware, Models and Setup
A practical Ollama setup guide for mini PCs, including hardware sizing, model selection, installation, validation and common performance limits.
Mini PC vs Desktop for Local AI: Which Should You Choose?
Compare mini PCs and desktops for local AI by memory, GPU support, cooling, power, expansion and total cost.
NPU vs iGPU vs eGPU for Local AI on a Mini PC
Compare NPU, integrated GPU and external GPU options for local AI, including software support, memory and expansion tradeoffs.
How Much RAM Does a Mini PC Need for Local LLMs?
Estimate mini PC RAM for local LLMs using model weights, quantization, context, runtime overhead and shared-memory needs.
Best Mini PCs for Local AI: Choose by Memory and Software
Choose the best mini PC for local AI by model memory, GPU or accelerator support, software compatibility and sustained cooling.
Mini PC NAS: When It Works and When It Does Not
Understand when a mini PC NAS is practical, where USB storage adds risk and when a purpose-built NAS is the better choice.
Mini PC for Plex: Transcoding, Storage and Network Guide
Choose a mini PC for Plex by direct play, hardware transcoding, codec support, storage and network needs.
Mini PC for Proxmox: What Hardware Actually Matters
A practical guide to choosing mini PC hardware for Proxmox VE, including RAM, storage, networking, IOMMU and expansion.