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Robot Autonomy Classified
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Autonomy: Level II: Assisted Autonomy

Autonomy Ladder Level 2

Every home robot we track, classified on the Autonomy Ladder (Levels I–V). We assess how independently each robot operates and compare manufacturer claims against published evidence. Classifications reflect evidence-based assessment, not recommendation.

Across the ladder141robots
IManual0IIAssisted141IIIConditional0IVEnvironmental0VGeneralized0
Category
AllRobot Vacuums 179Robot Lawn Mowers 81Robot Pool Cleaners 58Humanoid Robots 50Specialty Robots 24Robot Window Cleaners 19Multi-Task Robots 5
Status
Showing 141 robots
  • Maytronics Dolphin S200 II
    Robot Pool Cleaners

    Maytronics Dolphin S200

    Moderate-size in-ground pools, 12,000–20,000 gallons, wall and floor only
    Verified 63/100 Capable
  • Maytronics Dolphin Nautilus CC II
    Robot Pool Cleaners

    Maytronics Dolphin Nautilus CC

    Small to medium gunite pools, 12,000-25,000 gallons; routine floor debris; supplemental wall/waterline cleaning
    Discontinued 59/100 Adequate
  • Aiper Seagull SE II
    Robot Pool Cleaners

    Aiper Seagull SE

    Small to medium pools 8,000–15,000 gallons, floor-only, app-free operation
    Verified 69/100 Capable
  • Beatbot iSkim Ultra II
    Robot Pool Cleaners

    Beatbot iSkim Ultra

    Sunny climates, seasonal leaf load, lightweight waterline-only coverage, paired with floor robot
    Verified 63/100 Capable
  • Wybot C1 II
    Robot Pool Cleaners

    Wybot C1

    In-ground vinyl or fiberglass pools, wall-focused cleaning, cable-free cordless operation, algae-prone walls
    Provisional 58/100 Adequate
  • Polaris 9550 Sport II
    Robot Pool Cleaners

    Polaris 9550 Sport

    Large pools 25k-50k gallons, heavy debris load, cable management infrastructure, professional maintenance
    Discontinued 65/100 Capable
  • Pentair Warrior SE II
    Robot Pool Cleaners

    Pentair Warrior SE

    Standard in-ground pools, 15k-30k gallons; corded models; low-tech maintenance routine
    Discontinued 63/100 Capable
  • Aquabot Breeze IQ II
    Robot Pool Cleaners

    Aquabot Breeze IQ

    Compact pools under 20k gallons, floor-only maintenance, budget-first operations
    Discontinued 66/100 Capable
  • Hobot 298 II
    Robot Window Cleaners

    Hobot 298

    Ground-floor windows, power-outlet access, budget installations
    Verified 65/100 Capable
  • Hobot R3 II
    Robot Window Cleaners

    Hobot R3

    Standard residential windows, rotating-pad corner coverage, powered outlet access
    Verified 61/100 Capable
  • HUTT DDC55 II
    Robot Window Cleaners

    HUTT DDC55

    Budget installations, standard small-pane homes, occasional use, Xiaomi ecosystem
    Provisional 57/100 Adequate
  • Ecovacs Winbot 920 II
    Robot Window Cleaners

    Ecovacs Winbot 920

    Ground-level homes, powered outlet access, budget light-use installations
    Discontinued 59/100 Adequate

Our grades are based on published evidence and a consistent classification methodology. They describe capability — not purchase recommendations.

How Autonomy Levels work

Human Readiness Criteria

The Tracker

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