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Logs are not a diagnosis
App records can support observation, but they do not confirm health, successful elimination, or a clean mechanism. Inspect the cat, output, litter, sensors, liner, bin, and moving parts.

Neakasa
Neakasa M1 Plus Open-Top Self-Cleaning Cat Litter Box
An open-top automatic litter box with a 7.17L litter bed, 11.23L waste bin, infrared and weight sensors, app monitoring, pull-and-wrap waste handling, and a listed 2.2-to-33-pound cat range.
Best for: Larger or enclosure-wary cats that are comfortable with an open-top box
Main caution: Open design can allow more visible litter scatter

PETKIT
PETKIT PuraMax 2 Automatic Self-Cleaning Cat Litter Box
An enclosed P9902 automatic litter box with a 76L interior, 7L waste bin, low entrance, 11 listed safety sensors, app controls, a sealed rotating cylinder, and support for several clumping-litter types.
Best for: Adult cats that accept an enclosed box and supported clumping litter
Main caution: Manual does not recommend use for cats younger than six months or under 1.5kg