The Shark Matrix Plus 2-in-1 is the best robot vacuum under $350. It undercuts Roborock and Roomba’s mid-range with a unique dual-roller cleaning head and pattern-based navigation. For $350, you get a vac-mop combo with a self-cleaning brush roll and decent navigation.