Buying a Robotic Pool Cleaner Based on Suction Power Is a Mistake, According to Our Lab Tests

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Historically, there have been two key metrics by which robot pool cleaners are measured: suction power and battery life. More recently, smart navigation, cameras and sensors — let’s call it AI — have become more integrated and have shifted the balance of power in what we consider the most important aspects of a great robotic pool cleaner.

2026 was a banner year for AI smarts in robot pool cleaners, and we tested a few that used those intelligent features to overcome the need for an oversized battery or jet-engine-like suction.

If you use a robotic pool cleaner every day, you know that what matters most is having the machine pick up as much debris as quickly as possible. It doesn’t matter how. Newer, more efficient robot pool vacuums don’t just pick up debris with stronger suction; they do so strategically, so your pool robot can do just as much with...

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