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
Showing 35 robots
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IV
Robot Lawn MowersMammotion LUBA AWD 5000
Large lawns in RTK zones, slopes to 45%, systematic coverage priorityVerified 71/100 Capable -
IV
Robot Lawn MowersMammotion LUBA 2 AWD
Large suburban estates, multi-season commitment, tech-comfortable ownersVerified 71/100 Capable -
IV
Robot Lawn MowersMammotion LUBA 3 AWD 5000
1-3 acre sloped yards, hands-off scheduling, complex terrain without boundary wires.Verified 71/100 Capable -
IV
Robot Lawn MowersMammotion LUBA Mini AWD
Wire-free yards under 1 acre, gentle slopes, owners valuing zero-setup autonomy.Verified 70/100 Capable -
IV
Robot Lawn MowersMammotion Yuka 1500
¼-1½ acre yards, RTK base station OK, obstacle-rich landscapingVerified 72/100 Capable -
IV
Robot Lawn MowersMammotion LUBA mini 2 AWD 1500
Steep slopes (80%), ¼, ½ acre wire-free, advanced users accepting LiDAR complexity.Provisional 64/100 Capable -
IV
Robot Lawn MowersMammotion YUKA 3000
Wire-free yards under 1 acre, gentle slopes, seasonal-only maintenanceProvisional 73/100 Capable -
IV
Robot Lawn MowersMammotion YUKA mini 2 1000H
Wire-free yards under ½ acre, gentle slopes, seasonal blade swap onlyProvisional 68/100 Capable