🛠️ Setup Guides
Project builds and setup walk-throughs that end in a tested parts list.
We're writing our first setup guides now. In the meantime, these are our latest edge AI hardware guides:
Hailo-8 vs Google Coral (2026): Which AI Accelerator for Frigate and Edge Vision?
Hailo-8 (26 TOPS) vs Google Coral Edge TPU (4 TOPS) for Frigate and object detection: inference times, power, driver support, and why Frigate no longer recommends the Coral for new installs.
ReviewsJetson Orin Nano Super Review (2026): Still the Best Edge AI Kit at $399?
NVIDIA's Jetson Orin Nano Super Developer Kit went from $249 to $399 in July 2026. Real LLM tokens/s, specs, the parts you still need, and when a Raspberry Pi 5 + AI HAT is the smarter buy.
ComparisonsJetson Orin Nano vs Raspberry Pi 5 (2026): Which Edge AI Board Should You Buy?
Jetson Orin Nano Super ($399) vs Raspberry Pi 5 with an AI HAT+: real LLM tokens/s, object-detection speed, power draw and the 2026 price hikes that changed the math.
ComparisonsJetson AGX Thor vs AGX Orin (2026): Is 7.5× the AI Compute Worth $5,499?
Jetson AGX Thor ($5,499) vs AGX Orin 64GB ($3,499) after NVIDIA's July 2026 price hikes: specs, real LLM decode speed, the bandwidth gap behind the '7.5×' claim, and which kit fits your robot or edge server.
ComparisonsRaspberry Pi AI HAT+ vs AI Kit vs AI HAT+ 2 (2026): Which Hailo Board to Buy
AI Kit (Hailo-8L), AI HAT+ 13 and 26 TOPS, and the Hailo-10H AI HAT+ 2 compared: what each chip actually does, real inference and LLM numbers, prices, and which one fits your project.