Category
Unified-Memory AI
Mini PCs and desktops with large unified memory — AMD Strix Halo / Ryzen AI Max+ 395, NVIDIA DGX & RTX Spark, and Apple M-series — that fit 70B-class local LLMs in fast shared memory. Real owner benchmarks and buying advice.
September 2, 2026
How Much RAM Do You Need to Run a Local LLM in 2026?
Software & Tools
September 1, 2026
Which Mac Should You Buy to Run Local LLMs in 2026? A Memory-First Buyer's Guide
Unified-Memory AI
August 27, 2026
The M5 Mac and Local LLMs: Apple's New Matmul Hardware Finally Attacks Prompt Processing
Unified-Memory AI
August 9, 2026
Strix Halo vs the Mac for Local AI: The 128GB Matchup, in Other People's Measured Numbers
Unified-Memory AI
July 17, 2026
Beelink GTR9 Pro: A 128GB Local-AI Powerhouse, With One Catch to Check First
Unified-Memory AI
July 2, 2026
Unified Memory, Explained: Why Mini PCs Can Run 70B Models a Big GPU Can't (and Where They Slow Down)
AI Mini PCs & Servers
June 11, 2026
Your Local AI Model Folder Is a Mess: Taming a Multi-Terabyte Model Hoard on Apple Silicon
Unified-Memory AI
June 10, 2026
Mac Studio M3 Ultra vs DGX Spark for Local LLMs: What Owners of Both Measured
Unified-Memory AI
June 6, 2026
Strix Halo vs DGX Spark: Running 70B Locally, According to People Who Own Both
Unified-Memory AI
June 6, 2026
Mac Studio M3 Ultra: The Local-AI Workhorse, Buy Now or Wait for M5?
Unified-Memory AI
June 5, 2026
Is the RTX Spark a 'Marketing Trap'? The Skeptic's Case (and What Owners Say)
Unified-Memory AI
June 5, 2026
Framework Desktop Buyer's Guide: The Repairable Strix Halo Box That Runs 70B Models
Unified-Memory AI
June 5, 2026
GMKtec EVO-X2 Guide: The 128GB Mini PC That Runs 70B Models Locally
Unified-Memory AI
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
June 5, 2026
NVIDIA's RTX Spark Puts DGX-Class AI Silicon in a Laptop, Should You Wait?
Unified-Memory AI
June 3, 2026
The NVIDIA DGX Spark, According to the People Who Own One
Unified-Memory AI