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Robot Autonomy Classified
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Yarbo

Browse robots by how independently they operate.

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 ladder1robot
IManual0IIAssisted0IIIConditional0IVEnvironmental1VGeneralized0
Category
AllRobot Vacuums 179Robot Lawn Mowers 81Robot Pool Cleaners 58Humanoid Robots 50Specialty Robots 24Robot Window Cleaners 19Multi-Task Robots 5
Level
IIIIIIIVV
Status
Showing 1 robots
  • Yarbo S1 IV
    Robot Lawn Mowers

    Yarbo S1

    Open properties 0.5-0.75 acres, seasonal snow and lawn maintenance, app-based scheduling.
    Provisional 65/100 Capable

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

Some links may earn us a commission. This never affects our grades or what we write.