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Robot Autonomy Classified
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Autonomy: Level IV: Environmental Autonomy

Autonomy Ladder Level 4

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 ladder35robots
IManual0IIAssisted0IIIConditional0IVEnvironmental35VGeneralized0
Category
AllRobot Vacuums 179Robot Lawn Mowers 81Robot Pool Cleaners 58Humanoid Robots 50Specialty Robots 24Robot Window Cleaners 19Multi-Task Robots 5
Status
Showing 35 robots
  • Mammotion YUKA mini 2 1000H IV
    Robot Lawn Mowers

    Mammotion YUKA mini 2 1000H

    Wire-free yards under ½ acre, gentle slopes, seasonal blade swap only
    Provisional 68/100 Capable
  • 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

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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