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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 34 robots
  • Segway Navimow H2 IV
    Robot Lawn Mowers

    Segway Navimow H2

    Wire-free yards under 1 acre, standard turfgrass, seasonal maintenance only
    Provisional 67/100 Capable
  • Lymow One Plus IV
    Robot Lawn Mowers

    Lymow One Plus

    Wire-free yards under ½ acre, gentle slopes, standard grass, camera-comfortable owners
    Provisional 65/100 Capable
  • Ecovacs Goat A3000 LiDAR PRO IV
    Robot Lawn Mowers

    Ecovacs Goat A3000 LiDAR PRO

    Wire-free yards 1/2–3/4 acre, gentle slopes, seasonal hands-off operation
    Provisional 67/100 Capable
  • Kress KR282 EyePilot 4×4 RTKn IV
    Robot Lawn Mowers

    Kress KR282 EyePilot 4×4 RTKn

    Wire-free yards under ½ acre, steep slopes, minimal wire maintenance.
    Provisional 61/100 Capable
  • Worx Landroid Vision Cloud WR320 IV
    Robot Lawn Mowers

    Worx Landroid Vision Cloud WR320

    Wire-free yards under 1/2 acre, moderate slopes, good satellite coverage.
    Verified 69/100 Capable
  • 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
  • Segway Navimow i Series IV
    Robot Lawn Mowers

    Segway Navimow i Series

    Half-acre suburban yards, open sky, wire-free preference
    Verified 68/100 Capable
  • Mammotion LUBA AWD 5000 IV
    Robot Lawn Mowers

    Mammotion LUBA AWD 5000

    Large lawns in RTK zones, slopes to 45%, systematic coverage priority
    Verified 71/100 Capable
  • EcoFlow Blade IV
    Robot Lawn Mowers

    EcoFlow Blade

    Large open yards, strong RTK signal, autonomous operation priority.
    Provisional 67/100 Capable
  • Mammotion LUBA 2 AWD IV
    Robot Lawn Mowers

    Mammotion LUBA 2 AWD

    Large suburban estates, multi-season commitment, tech-comfortable owners
    Verified 71/100 Capable
  • Husqvarna Automower 450X EPOS IV
    Robot Lawn Mowers

    Husqvarna Automower 450X EPOS

    Large rural yards, hilly terrain, established Husqvarna service relationships
    Discontinued 70/100 Capable
  • Husqvarna CEORA IV
    Robot Lawn Mowers

    Husqvarna CEORA

    Professional sports fields, golf courses, large estates with RTK infrastructure
    Verified 75/100 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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