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 MowersHusqvarna Automower 405XE NERA
Wire-free yards under ½ acre, gentle slopes, seasonal maintenance onlyProvisional 73/100 Capable -
IV
Robot Lawn MowersKress KR172 Mission RTKn
Wire-free ½-2 acre yards, RTK network areas, subscription-ready ownersVerified 68/100 Capable -
IV
Robot Lawn MowersMammotion Yuka 1500
¼-1½ acre yards, RTK base station OK, obstacle-rich landscapingVerified 72/100 Capable -
IV
Robot Lawn MowersDreame A3 AWD Pro 5000
Wire-free yards 1-2 acres, slopes to 80%, complex landscaping, early adopters.Provisional 66/100 Capable -
IV
Robot Lawn MowersSegway Navimow X330
Steep slopes above 35° · Dense grass types · Set-and-forget ownersVerified 68/100 Capable -
IV
Robot Lawn MowersHusqvarna Automower 435 iQ AWD
Small or flat yards under ½ acre · Tight budgets under $2,500 · Heavy tree…Verified 70/100 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
Specialty RobotsANYbotics ANYmal
Energy utilities, refineries, chemical plants requiring hazardous-area inspection automation.Verified 65/100 Capable -
IV
Robot Lawn MowersHusqvarna Automower 435X AWD NERA
Large, sloped yards with complex boundaries; wire-free automation preferredProvisional 72/100 Capable -
IV
Robot Lawn MowersSegway Navimow H1500E
Wire-free yards under ½ acre, flat to moderate slopes, open sky exposure.Verified 67/100 Capable -
IV
Robot Lawn MowersHusqvarna Automower 410VE NERA
Wire-free yards under 1.5 acres, flat-to-moderate slopes, seasonal operationProvisional 70/100 Capable -
IV
Robot Lawn MowersMammotion YUKA 3000
Wire-free yards under 1 acre, gentle slopes, seasonal-only maintenanceProvisional 73/100 Capable