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Robot Autonomy Classified
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Robot Lawn Mowers

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 ladder81robots
IManual0IIAssisted26IIIConditional21IVEnvironmental34VGeneralized0
Level
IIIIIIIVV
Status
Showing 81 robots
  • Mammotion Yuka Mini III
    Robot Lawn Mowers

    Mammotion Yuka Mini

    Compact yards under 5,000 sqft, flat-to-gentle terrain, vision-compatible edges
    Provisional 65/100 Capable
  • Greenworks AiMowbot C20Z III
    Robot Lawn Mowers

    Greenworks AiMowbot C20Z

    Wire-free yards under 0.5 acres, moderate slopes, standard grass, app-driven scheduling.
    Verified 70/100 Capable
  • Segway Navimow i2 AWD III
    Robot Lawn Mowers

    Segway Navimow i2 AWD

    Wire-free yards under ½ acre, slopes to 40%, seasonal maintenance only
    Provisional 64/100 Capable
  • Gardena smart Sileno free 800 III
    Robot Lawn Mowers

    Gardena smart Sileno free 800

    Wire-free yards under 1 acre, clear GPS sight lines, seasonal oversight.
    Provisional 61/100 Capable
  • ANTHBOT Genie 600 III
    Robot Lawn Mowers

    ANTHBOT Genie 600

    Wire-free yards under ½ acre, gentle slopes, buyers tolerating unproven brand.
    Verified 60/100 Capable
  • eufy Robot Lawn Mower E18 III
    Robot Lawn Mowers

    eufy Robot Lawn Mower E18

    Compact yards under 0.3 acre, flat-to-gentle slopes, fast setup priority.
    Provisional 63/100 Capable
  • Dreame A2 III
    Robot Lawn Mowers

    Dreame A2

    EU yards under 0.74 acre, moderate slopes, accepts early-unit iteration.
    Provisional 65/100 Capable
  • Husqvarna Automower 410XE NERA III
    Robot Lawn Mowers

    Husqvarna Automower 410XE NERA

    Wireless yards ¼, ½ acre, virtual boundaries, GPS theft tracking, evening operation.
    Verified 70/100 Capable
  • Worx Landroid Vision M800 III
    Robot Lawn Mowers

    Worx Landroid Vision M800

    Under ½ acre, wire-free yards, moderate slopes, hands-off seasonal operation
    Verified 67/100 Capable
  • Stiga A 1500 III
    Robot Lawn Mowers

    Stiga A 1500

    EU properties under half-acre, GNSS service available, smartphone-setup comfort required
    Provisional 59/100 Adequate
  • Ecovacs Goat G1 III
    Robot Lawn Mowers

    Ecovacs Goat G1

    Rainy climates, 1-acre yards, weather-stable navigation needs
    Verified 71/100 Capable
  • Mammotion Yuka 2000 III
    Robot Lawn Mowers

    Mammotion Yuka 2000

    Wire-free yards under 1.5 acres, predictable terrain, moderate maintenance tolerance
    Verified 64/100 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

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