For most owners the Litter-Robot 4 does what it promises: the scooping stops, the drawer gets emptied roughly weekly, and the house stops smelling of litter. The complaints that do come up tend to trace back to setup, such as too little litter, a short cycle delay or a litter that smears, and to the minority of cats whose aim misses the litter bed.
The mechanism is simple, and owners who run several units for years say it holds up. When it does go wrong the patterns are recognisable: cycles repeatedly interrupted, a drawer-full sensor that misreads, and smell creeping back when urine gets under or onto the liner. A small number of owners in 2023 reported the box cycling with a cat inside. Whisker asked each of them for details, and the LR4's pinch sensors on the waste chute are a separate protection that owners have tested with objects.
It suits most average cats and households of up to about four, especially where someone is happy to keep the litter at the fill line and deep clean every few months. Owners of side-peeing or very tall cats, and people who want zero maintenance, are the ones who end up disappointed; the LR5's taller globe and PETKIT's cheaper drums are the usual alternatives people weigh it against.