Cordless robotic cleaners lead the pool-cleaning robots market with a 44.0% share, followed by in-ground residential pools at 62.0% and hardware at 66.0% in 2026. Market expansion relies on reliable cleaning performance, longer battery life, and easy maintenance, while high upfront costs and replacement-part expenses continue to limit wider adoption.