Run AI on the Edge with the Right Board
Jetson or Raspberry Pi? Hailo or Coral? We match edge AI boards and accelerators to what you actually want to run — object detection, a Frigate NVR, a small local LLM or a robot — using real tokens-per-second and inference numbers, not TOPS marketing.
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Comparisons
Head-to-head: Jetson vs Raspberry Pi, Hailo vs Coral, Thor vs Orin.
Browse →Reviews
Single-board deep dives with real benchmarks and the parts list you actually need.
Browse →Setup Guides
Project builds and setup walk-throughs that end in a tested parts list.
Browse →Best Picks
Cameras, SSDs, cases and accessories that work with your board.
Browse →Latest Reviews & 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.
Why Trust EdgeAIGearLab?
Benchmarks, Not TOPS
Sparse INT8, dense INT8 and INT4 TOPS aren't comparable — we lead with measured tokens/s and inference times.
Full Parts Lists
Every guide ends with what you really need: SSD, camera, power supply, cooling — not just the board.
Price-Shock Aware
Jetson and Raspberry Pi prices jumped in 2026; we quote dated list prices and always show a cheaper path.
Updated for 2026
Software support moves fast — we flag stalled stacks before you buy into them.