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Robot Autonomy, Classified
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ComparisonBeatbot AquaSense 2 and Maytronics Dolphin Liberty 300

Up to three

All robot pool cleaners. Every figure below is placed against the whole class, so a gap can be read against how much the class itself varies.

Where each one suits you.

The conditions each robot was assessed against, side by side. Rows marked in gold are where these machines genuinely differ.

Fit verdicts by condition for each robot
Condition Beatbot AquaSense 2 Dolphin Liberty 300
Pool type
In-ground GoodHard-sided basin enables reliable smart mapping. Foundation is stable for docking. GoodMagnetic dock and climbing capability optimized for standard in-ground installations.
Above-groundthey differ DependsInflatable walls and flexible geometry confuse the navigation model; coverage reduces significantly. PoorCordless form factor and dock design not suited to above-ground frame geometries.
Mixed setup GoodWorks on in-ground pools reliably. Evaluate above-ground case individually. GoodStandard cordless pool cleaner fit for any standard pool type.
Pool size
Small (< 400 sqft) GoodOvercapacity for pools under 8,000 gal; a smaller model handles similar coverage with lower cost. GoodBelow documented range; cordless design and dock footprint may exceed needs for pools under 8,000 gallons.
Medium (400 – 800) GoodRuntime and smart mapping optimized for 12,000–25,000 gal pools with moderate debris. GoodManufacturer-targeted range of 12,000-20,000 gallons; runtime and coverage align with medium pool cycle expectations.
Large (> 800) DependsPools over 25,000 gal require two consecutive runs or overnight charging; true set-it-and-forget-it impossible. DependsPools above 25,000 gallons may require multiple charge cycles per pass; heavy debris load shortens cartridge intervals.
Debris load
Fine (sand / silt) GoodFilter cartridge handles sediment and algae spore load well; weekly rinse maintains flow. GoodFilter-cartridge design handles fine sediment; weekly rinse maintains suction for sand and silt.
Leaves / large debristhey differ GoodHeavy leaf load forces weekly or twice-weekly filter cleaning; motor burnout risk under sustained clogging. DependsCartridge clogging accelerates with heavy leaf fall; pre-skimming recommended during peak shedding season.
Algae / heavy foulingthey differ GoodWaterline brush and floor coverage address bloom prevention; autonomous cycles reduce chemical demand. DependsCleaner removes settled algae; active algae blooms require chemical treatment. Cartridge washings increase with algae frequency.
Coverage you want
Floor only GoodPrimary function; smart mapping achieves 95%+ floor coverage in open basins. GoodPrimary documented function with predictable floor coverage per cycle.
Floor + walls GoodWall climbing is slow and coverage gaps appear near transitions and steps; not designed for dedicated wall-scrubbing. GoodWall-climbing capability documented; sustained waterline reach varies by pool condition and cleaner pitch.
Floor + walls + waterlinethey differ GoodWaterline brush excels on tile and concrete; floor and line coverage are primary strengths. DependsWaterline brush reach documented but performance on calcium buildup and algae line varies; depends on pool chemistry.

A robot being poor for a condition is a fact about fit, not a fault. “Depends” means the record names a limit worth reading, not that the answer is unknown.

Keep going.

The full recordBeatbot AquaSense 2Specifications, evidence, the Fit Check in full, and every tracked change.The full recordMaytronics Dolphin Liberty 300Specifications, evidence, the Fit Check in full, and every tracked change.

Robovations classifies robots; it does not rank them. Nothing on this page is a recommendation, and no manufacturer influences a classification or its placement here.