Skip to content
Saved
The database

93 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 ladder93robots
Robots per Autonomy Ladder level
Level Tier Robots
I Manual 2
II Assisted 29
III Conditional 49
IV Environmental 13
V Generalized 0
What we cover

Browse by category

Level
Selecting a value navigates to that filtered view.
Selecting a value navigates to that filtered view.
Selecting a value navigates to that filtered view.
Selecting a value navigates to that filtered view.
93 robots
Selecting a value re-sorts the list and navigates.
II

Robot Vacuums

Eufy Clean L60

LiDAR-equipped budget vacuum automating systematic room coverage in known environments. Compact design handles small apartments…
Verified60/100Capable
IV

Robot Lawn Mowers

EcoFlow Blade

RTK GNSS and LiDAR-guided autonomous lawn mower with optional sweeper attachment. Systematic yard coverage through…
Provisional67/100Capable
III

Robot Lawn Mowers

Mammotion Yuka 2000

Wire-free autonomous lawn mower using 3D LiDAR and multi-camera vision for obstacle avoidance. Vision-based boundary…
Verified64/100Capable
II

Robot Pool Cleaners

Aiper Seagull Pro

Cordless pool cleaner with 90-120 minute runtime and track propulsion. Semi-random floor coverage targeting small-to-medium…
Provisional63/100Capable
II

Robot Lawn Mowers

Worx Landroid M 20V

Cordless robotic lawn mower relying on buried boundary wire for perimeter containment and probabilistic path…
Verified59/100Adequate
II

Robot Lawn Mowers

Robomow RK4000

Wire-guided boundary-system mower operating within FM-defined zones via random coverage pattern. Eliminates line-of-sight operator control…
Verified58/100Adequate
III

Robot Pool Cleaners

Beatbot AquaSense Pro

Smart-mapping cordless pool cleaner with 90-minute runtime. Systematic bottom-to-waterline coverage in chlorine pools; battery constraint…
Verified69/100Capable
III

Robot Pool Cleaners

Wybot Osprey 700

Cordless pool cleaner using smart-mapping navigation and dual cartridge filters. Covers 20,000–40,000 gallon residential pools…
Verified69/100Capable
III

Robot Pool Cleaners

Polaris VRX iQ+

Corded smart-mapping pool cleaner with wall-climbing and AI-assisted obstacle avoidance. Eliminates battery constraints but requires…
Verified69/100Capable
II

Robot Window Cleaners

HOBOT 2S

Cordless window cleaner using suction adhesion and infrared edge detection. Requires manual placement per window…
Verified59/100Adequate
III

Robot Window Cleaners

Ecovacs Winbot W2 Omni

Window-cleaning robot with integrated dock that auto-washes pads between sessions. Edge-detection navigation handles flat glass…
Verified61/100Capable
III

Robot Window Cleaners

Gladwell Gecko

Battery-powered window-cleaning robot with suction adhesion and gyroscopic edge-detection. Handles single glass panes with autonomous…
Verified58/100Adequate
Side by side

Compare any two robots

Pick two classified robots and see their autonomy levels, scores, and readiness assessments laid out next to each other. Not a recommendation. A comparison.

vs

Keep reading

See what’s actually changing in the Tracker.

Open the Tracker