· 37 min read
NVIDIA vs AMD for AI: Which GPU Should You Buy in 2026?
Compare NVIDIA and AMD GPUs for AI workloads in 2026. Updated specs, real pricing, CUDA vs ROCm analysis, and practical buying recommendations for local AI.
nvidiaamdgpu
AI Hardware
Choose the right hardware for AI workloads. Guides on GPUs, TPUs, AI PCs, edge computing, and on-device inference for optimal performance.
10 articles
· 46 min read
Run AI on Mac: Apple Silicon Guide for 2026
Complete guide to running AI locally on Mac with Apple Silicon. Ollama setup, MLX framework, M5 hardware advice, Llama 4 support, and model recommendations for M1-M5 chips.
macapple siliconollama
· 45 min read
AI PC Explained: Do You Need an NPU Laptop? (2026 Guide)
What is an AI PC and do you actually need one in 2026? Get the data-backed truth about NPUs, Copilot+ requirements, chip comparisons, best picks by budget, and a clear buying framework for students, creators, and professionals.
AI PCNPUAI Hardware
· 38 min read
Best GPU for Running AI Locally (2026 Complete Guide)
Best GPU for running AI locally in 2026. VRAM tiers, best LLMs per GPU (RTX 3060, 4060 Ti, 4070, 3090), AMD picks, video generation, and budget recommendations.
gpunvidiaamd
· 13 min read
VRAM Requirements for AI: How Much Do You Need?
Calculate exactly how much VRAM you need for AI models. Complete 2026 guide with requirements for Llama, Mistral, and more. VRAM tables and formulas included.
vramgpuai hardware
· 12 min read
Cloud vs Local AI: When to Run Where
Should you use cloud AI or run locally? Complete comparison with cost analysis, privacy considerations, and a decision framework for your specific needs.
cloud ailocal aiai comparison
· 15 min read
Build an AI Workstation: Complete Parts List (2026)
A comprehensive guide to building your own AI workstation. Choose parts for every budget tier, from entry-level to extreme, with specific recommendations.
· 25 min read
AI on Raspberry Pi: Complete Guide to Edge AI (2026)
Run AI models on Raspberry Pi 5. Complete 2026 guide to Ollama, LLMs, computer vision, and edge AI projects. Build your own AI on $80 hardware.
Raspberry PiEdge AILocal AI
· 21 min read
Edge AI Explained: Run AI Without the Cloud (2026 Guide)
Learn what edge AI is, why running AI locally matters for privacy and speed, and how on-device processing works with practical implementation examples.
Edge AIOn-Device AIAI Hardware
· 12 min read
AI Inference Speed: What Affects Performance
Why is your AI slow? Learn what affects inference speed and how to optimize. Complete guide to GPU bottlenecks, quantization impact, and performance tuning.
inference speedgpu performancetokens per second