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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 ladder66robots
IManual0IIAssisted25IIIConditional18IVEnvironmental23VGeneralized0
Level
IIIIIIIVV
Status
Showing 66 robots
  • Segway Navimow X4 IV
    Robot Lawn Mowers

    Segway Navimow X4

    2-6 acre yards with clear sky exposure, weekly autonomous operation.
    Verified 59/100 Adequate
  • Husqvarna Automower 430X NERA IV
    Robot Lawn Mowers

    Husqvarna Automower 430X NERA

    Mid-size wire-free yards under ¾ acre, optional RTK, temperate climates.
    Verified 72/100 Capable
  • Mammotion LUBA Mini AWD IV
    Robot Lawn Mowers

    Mammotion LUBA Mini AWD

    Wire-free yards under 1 acre, gentle slopes, owners valuing zero-setup autonomy.
    Verified 70/100 Capable
  • Segway Navimow H1500E IV
    Robot Lawn Mowers

    Segway Navimow H1500E

    Wire-free yards under ½ acre, flat to moderate slopes, open sky exposure.
    Verified 67/100 Capable
  • Ecovacs Goat GX-600 IV
    Robot Lawn Mowers

    Ecovacs Goat GX-600

    Compact wire-free yards under half acre; flat terrain; owner accepts RTK setup.
    Verified 65/100 Capable
  • Kress KR172 Mission RTKn IV
    Robot Lawn Mowers

    Kress KR172 Mission RTKn

    Wire-free ½-2 acre yards, RTK network areas, subscription-ready owners
    Verified 68/100 Capable
  • Mammotion Yuka 1500 IV
    Robot Lawn Mowers

    Mammotion Yuka 1500

    ¼-1½ acre yards, RTK base station OK, obstacle-rich landscaping
    Verified 72/100 Capable
  • Dreame A3 AWD Pro 5000 IV
    Robot Lawn Mowers

    Dreame A3 AWD Pro 5000

    Wire-free yards 1-2 acres, slopes to 80%, complex landscaping, early adopters.
    Provisional 66/100 Capable
  • Bosch Indego M+ 700 IV
    Robot Lawn Mowers

    Bosch Indego M+ 700

    Large open-sky properties, hands-off scheduling, no boundary-wire preference.
    Verified 66/100 Capable
  • Husqvarna Automower 450X NERA IV
    Robot Lawn Mowers

    Husqvarna Automower 450X NERA

    Large multi-section properties, clear satellite line-of-sight, seasonal operation acceptance.
    Verified 74/100 Capable
  • Lymow One IV
    Robot Lawn Mowers

    Lymow One

    Larger properties 1+ acres, slopes 20-30 degrees, mulching-only workflow
    Provisional 70/100 Capable
  • Husqvarna Automower 320 NERA IV
    Robot Lawn Mowers

    Husqvarna Automower 320 NERA

    Open 0.3–0.8 acre properties, no wire installation, seasonal boundary shifts, fleet management.
    Verified 68/100 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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