Run Local LLMs on the Right Hardware
We cut through the hype and match GPUs, mini PCs, Macs, and laptops to the models you actually want to run — with real VRAM tables, not spec sheets.
Latest Reviews & Guides
Best Mac for Local LLMs 2026: Mac mini vs Mac Studio, Sized by Memory
Apple Silicon's unified memory makes Macs great local-LLM machines — if you buy enough of it. We match the Mac mini and Mac Studio to real model sizes, and explain why bandwidth matters.
Best PicksBest Mini PC for Local LLMs 2026: Strix Halo 128GB Boxes, Tested & Ranked
The AMD Ryzen AI Max+ 395 (Strix Halo) mini PC put 128 GB of unified memory on a desk. We rank the best boxes for local LLMs — what they run, how fast, and the bandwidth catch.
ComparisonsDGX Spark vs Mac Studio 2026: Which 128GB Box Should Run Your LLMs?
NVIDIA's DGX Spark and Apple's Mac Studio both put 128GB-class memory on a desk for local AI. We compare bandwidth, CUDA, price, and what each actually runs — so you buy the right one.
Best PicksBest GPU for Local LLMs 2026: VRAM Tiers, Tested Picks & Honest Value
Which GPU should you buy to run local LLMs? We rank cards by VRAM against real model-memory needs — from a used RTX 3090 to the 32GB RTX 5090 — with in-stock backup picks.
Best PicksBest Laptop for Local LLMs 2026: RTX 5090 vs MacBook Pro vs Strix Halo
Can a laptop really run local LLMs? Yes — but the right one depends on model size. We compare the RTX 5090 laptop, 128GB MacBook Pro, and Ryzen AI Max+ 395 for on-the-go AI.
Why Trust LocalAIGearLab?
VRAM-First Testing
Every pick is sized against real model memory needs, not marketing TOPS figures.
In-Stock Focus
We prioritise hardware you can actually buy — with a backup pick when the headline card sells out.
Every Budget
From a used 3090 to a maxed-out Mac Studio — clearly labelled by price class.
Updated for 2026
GPU prices move fast; we track price classes and availability, not stale sticker prices.