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The database

91 robots, 5 tiers, one ladder.

Every consumer robot, placed on the Autonomy Ladder, monitored as it moves. Find the one that does what you actually need.

Distribution across the ladder91robots
Robots per Autonomy Ladder level
Level Tier Robots
I Manual 2
II Assisted 29
III Conditional 47
IV Environmental 13
V Generalized 0
What we cover

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Autonomy distribution

How the Ladder works →

I Manual Automation2%
II Assisted Autonomy32%
III Conditional Autonomy52%
IV Environmental Autonomy14%
V Generalized Autonomy0%
Level

Status
Readiness
91 robots

I

Specialty Robots

SwitchBot Bot

A single-axis mechanical arm that extends on command to press a physical button, then retracts.…
Verified59/100Average
I

Specialty Robots

Grillbot

Battery-powered grill-cleaning tool with a timer dial and three rotating brush motors. No sensors of…
Verified48/100Average
II

Specialty Robots

Enabot EBO X

Wheeled companion robot with obstacle avoidance and pet-interaction design. Emphasizes entertainment value for families and…
Verified60/100Good
IV

Multi-Task Robots

Yarbo S1

Modular outdoor platform combining a self-propelled base unit with interchangeable attachments: snow plow, lawn mower,…
Provisional64/100Good
III

Robot Vacuums

Roborock Saros 10R

Flagship vacuum-mop combo with LiDAR navigation, retractable mop lifting (VibraRise 4.0), and a dock that…
Provisional68/100Good
III

Robot Vacuums

iRobot Roomba Combo 10 Max

Vacuum-mop combo with a self-wash, heated-dry dock and single-pass cleaning on hard floors and low-pile…
Provisional70/100Good
III

Robot Window Cleaners

HOBOT 388 Ultrasonic

Window-cleaning robot combining ultrasonic vibration with a microfiber pad for flat glass surfaces. Vacuum suction…
Verified65/100Good
III

Robot Lawn Mowers

Worx Landroid Vision L1600

Wire-free robotic lawn mower using camera-based boundary detection and AI vision to map and navigate…
Verified65/100Good
II

Robot Window Cleaners

Mamibot iGLASSBOT W120-T

Mains-powered window-cleaning robot with dual rotating microfiber pads, RF remote control, and a mandatory safety…
Verified56/100Average
II

Robot Lawn Mowers

Stihl iMow 7

Wire-guided robotic lawn mower with systematic mowing pattern and app scheduling. Handles slopes up to…
Verified63/100Good
III

Robot Lawn Mowers

Gardena Sileno Life 750

Wire-guided GPS-enhanced autonomous lawn mower with 750 sq m per charge. Operates on boundary-wire perimeter…
Verified68/100Good
IV

Robot Lawn Mowers

Bosch Indego M+ 700

RTK-based boundary-free lawn mower with precise edge-to-edge coverage. Combines centimeter-accurate GPS positioning with obstacle detection…
Verified67/100Good
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Pick two classified robots and see their autonomy levels, scores, and readiness assessments laid out next to each other. Not a recommendation. A comparison.

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