These modern pool cleaners include many pieces and electronics, and their average life expectancy differs based on how often they are used and how well they are maintained. Most pool users will find that a robotic pool cleaner's cleaning cycle lasts at least 3 to 5 years, with some prolonging the life of their unit to 7 years or beyond.