Category
30B-MoE
Hardware for 30B-class and Mixture-of-Experts models — the sweet spot for fast, capable local LLMs without a server budget. Real owner benchmarks on what fits and how quick it is.
August 8, 2026
GMKtec EVO-X3 Tested by Wendell: The Fastest Strix Halo Yet, and Its Unholy OcuLink Trick
AI Mini PCs & Servers
July 31, 2026
Every Frontier Open Model Is a MoE Now. Here Is What That Does to Your Hardware Math
Open Models
July 25, 2026
Speculative Decoding, Explained: The Free Speed Toggle Your Local LLM Is Probably Not Using
Software & Tools
July 19, 2026
Intel Arc Pro B60: 192GB of VRAM the Cheap Way, and What It Really Costs
GPUs for Local LLM
July 13, 2026
A $1,000 Local-AI Server With 32GB of VRAM: Inside a Triple-3060 OptiPlex Build
GPUs for Local LLM
July 3, 2026
Raspberry Pi 5 (16GB) Buyer's Guide: A $120 Local-AI and Self-Hosting Machine
Edge AI & Accelerators
June 26, 2026
Qwen-AgentWorld-35B-A3B: a local 'world model' you can run at home
Open Models
June 20, 2026
Qwen3-30B-A3B: The Open Model Most People Should Actually Run
Open Models
June 11, 2026
Mixture-of-Experts (MoE), Explained: Why “Active Parameters” Decide What Runs on Your Machine
Software & Tools
June 9, 2026
RTX 5090: A 32GB AI Powerhouse, or an Expensive Way to Game?
GPUs for Local LLM
June 5, 2026
A Top Reviewer Put the Mac Studio M4 Max to the Test, Here's Who Should Actually Buy It
Unified-Memory AI