BetterPickAdvisor original research framework
A source-linked dataset for six current U.S. pool robots. It separates manufacturer specifications, independent exact-model coverage, unresolved conflicts, and recurring ownership work so readers can audit how our recommendations were formed.
Pool size, cleaning zones, dry weight, runtime, recharge time, filtration, surface skimming, and retrieval support are normalized without turning incompatible tests into one performance score.
The label describes how well a recommendation is supported. It is not a product-quality score and does not reward a larger marketing specification.
A reproducible 0–6 framework turns weight, recharge delay, cable or filter work, and documented cleanup problems into a separate recurring-effort label.
Price tiers reflect the current direct U.S. listing band at the checked date: $ = under $600, $$ = $600–$999, $$$ = $1,000–$1,799, and $$$$ = $1,800 or more. They are orientation bands, not a promise of the price you will see later.
| Model | Pool size | Cleans | Weight | Runtime / cycle | Recharge | Filter | Price tier | Official source |
|---|---|---|---|---|---|---|---|---|
| Beatbot AquaSense 2 Ultra | Up to 3,875 sq ft of pool-bottom area | Surface, floor, walls, waterline | 29.1 lb | Up to 5 hr floor; 4.5 hr walls/waterline; 10 hr surface | About 4.5 hr | Dual baskets: 4.0 L and 3.7 L | $$$$ $1,800 and above | Manufacturer ↗ |
| Aiper Scuba X1 Pro Max | Up to 3,230 sq ft / 100 ft long | Surface, floor, walls, waterline | 33.07 lb | Store table: 210 min floor; 330 min Eco; 720 min skim | About 4 hr | 5 L top-load basket | $$$ $1,000–$1,799 | Manufacturer ↗ |
| Aiper Scuba V3 | Up to 1,614 sq ft | Floor, walls, waterline | 18.2 lb | Up to 180 min; 210 min in Eco mode | About 5 hr | 3.5 L top-load, two-layer filtration | $$ $600–$999 | Manufacturer ↗ |
| Beatbot Sora 10 | Use 3,229 sq ft for planning; official page also displays 3,299 sq ft | Floor, shallow platforms, walls, waterline | 18.74 lb | Up to 5 hr floor; 4 hr multi-zone | About 3.5 hr | 5 L; 150 µm standard basket | $ Under $600 | Manufacturer ↗ |
| Dolphin Nautilus CC Plus Wi-Fi | Inground pools up to 40 ft long | Floor and walls | 20.837 lb | Two-hour default cycle | Not applicable | Capacity not published; top-load ultra-fine kit | $$ $600–$999 | Manufacturer ↗ |
| Dolphin Escape | Pools up to 30 ft long | Floor only | 14.2 lb | 1.5-hour default cycle | Not applicable | Capacity not published; top-load fine filter kit | $$ $600–$999 | Manufacturer ↗ |
High requires current official specifications plus at least two identifiable exact-model independent sources and no unresolved conflict in a core comparison field. Medium means at least one exact-model independent source exists, but evidence is newer, thinner, or contains an unresolved specification conflict. Limited is reserved for official-only or indirect evidence. A High label does not mean the product is the best cleaner.
3 identifiable independent sources
Current official specifications plus three identifiable exact-model use reports; long-term ownership remains limited
1 identifiable independent source
Current official specifications and one detailed exact-model hands-on source, with an unresolved runtime presentation conflict
1 identifiable independent source
Current official specifications and one detailed exact-model hands-on review; long-term battery and scheduling evidence is not established
3 identifiable independent sources
Several current hands-on sources support the use case, but the model is new and its official coverage figures conflict
3 identifiable independent sources
Current official specifications, several identifiable independent sources, and a longer exact-model history
2 identifiable independent sources
Current official specifications, independent above-ground testing, and an established exact-model history
The total is intentionally simple and auditable. Lift: 0 below 18 lb, 1 from 18–25 lb, 2 above 25 lb. Turnaround: 0 for corded power, 1 for a recharge under four hours, 2 for four hours or more. Handling: 0 when no recurring issue was identified, 1 for cable management or multi-part filtration, 2 when an exact-model source described cleanup or retrieval as tedious. Totals of 0–1 are Low, 2–4 Medium, and 5–6 High.
This label measures recurring work, not cleaning quality. Assisted parking can improve access, but it does not change a robot's dry weight or eliminate filter maintenance.
| Model | Lift | Turnaround | Handling | Total | Burden | Why |
|---|---|---|---|---|---|---|
| Beatbot AquaSense 2 Ultra | 2/2 | 2/2 | 1/2 | 5/6 | High | 29.1 lb dry weight, a 4.5-hour recharge, and two filter baskets create substantial post-cycle work despite assisted parking and draining |
| Aiper Scuba X1 Pro Max | 2/2 | 2/2 | 1/2 | 5/6 | High | The heaviest dry weight in this set, a four-hour recharge, and interchangeable filtration make retrieval and turnaround primary buying constraints |
| Aiper Scuba V3 | 1/2 | 2/2 | 2/2 | 5/6 | High | Moderate dry weight is offset by a five-hour recharge and an exact-model review that found the filter system tedious to clean |
| Beatbot Sora 10 | 1/2 | 1/2 | 0/2 | 2/6 | Medium | Moderate dry weight and a sub-four-hour recharge add work, while the single top-load basket and waterline parking reduce routine handling |
| Dolphin Nautilus CC Plus Wi-Fi | 1/2 | 0/2 | 1/2 | 2/6 | Medium | No recharge delay, but the 20.8-pound body, cable, and power-supply placement remain recurring handling tasks |
| Dolphin Escape | 0/2 | 0/2 | 1/2 | 1/6 | Low | The lightest body and no recharge delay keep the burden low; cable management is the remaining recurring task |
Current U.S. compatibility, zones, dry weight, published cycles, recharge time, filtration, retrieval features, price band, and identifiable independent exact-model coverage.
BetterPickAdvisor did not run these six robots through one pool, shared debris mix, battery-aging protocol, or multi-season durability test. Manufacturer maximums are not real-pool guarantees.
We preserve conflicting claims in the record and use the lower figure for planning when the official page does not explain the difference. We do not average incompatible claims.
Each row carries a checked date. Corrections follow our Editorial Policy. Product availability, pricing, firmware, and warranty terms may change afterward.