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Robot Autonomy Classified

New to Robovations? Start with the Autonomy Ladder™ →

An independent classification

A plain-English classification of every robot you can buy.

We place each consumer robot on a 5-level Autonomy Ladder, so you know, before you buy, how much the robot actually does on its own and how much stays your job.

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Learn the Autonomy Ladder
91Robots classified
7Categories
23Manufacturers tracked
1 week agoLast updated
The framework

The Autonomy Ladder™: five tiers of what a robot does on its own.

Every classified robot sits on this scale. The progression is not a quality ranking. It describes a widening circle of conditions the robot can handle without you.

I
Manual
You do nearly everything
One action, on your command. No autonomy.
2classified

II
Assisted
Starts, stalls at anything new
Runs preset routines. Needs frequent rescue.
29classified

III
Conditional
Finishes jobs in familiar spaces
Maps, navigates, completes tasks. Struggles at the edges.
47classified

IV
Environmental
Handles new obstacles without help
Re-plans in real time. Rare in consumer products.
13classified

V
Generalized
Any task, any setting
Currently theoretical. No consumer robot has reached this tier.
0Theoretical

Read the Autonomy Ladder methodology →

Recently classified robots

Recently updated, sorted by latest activity, not by hype or popularity.

Explore All Robots →

  • I
    Specialty Robots

    SwitchBot Bot

    A single-axis mechanical arm that extends on command to press a physical button, then retracts.…
    Verified 59/100 Average
  • I
    Specialty Robots

    Grillbot

    Battery-powered grill-cleaning tool with a timer dial and three rotating brush motors. No sensors of…
    Verified 48/100 Average
  • II
    Specialty Robots

    Enabot EBO X

    Wheeled companion robot with obstacle avoidance and pet-interaction design. Emphasizes entertainment value for families and…
    Verified 60/100 Good
  • IV
    Multi-Task Robots

    Yarbo S1

    Modular outdoor platform combining a self-propelled base unit with interchangeable attachments: snow plow, lawn mower,…
    Provisional 64/100 Good

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Robotic pool cleaners in 2026: cordless adoption, smart mapping, and the maintenance reality

Editor’s analysis · May 2026

Robotic pool cleaners in 2026: cordless adoption, smart mapping, and the maintenance reality

Pool robot manufacturers are dividing along cordless vs. tethered lines, with smart mapping emerging as a separable premium feature. Most owners still face the same filtration and waterline trade-offs that mapped robots don't solve.

Type
Analysis
Length
8 min read

Read the full analysis →

Updates & reclassifications

Firmware, policy, and capability changes that move a robot up or down the ladder.

View the Tracker →

Apr 30Ecovacs Deebot X2 Omni launches with square form factor designEcovacs released the Deebot X2 Omni with square form factor design to improve corner reach, addressing a common operational limitation…Robot VacuumsIII · releaseMar 13Robovations updates Navimow X4 classification to Ready Now following post-launch owner reportsRobovations updated the Navimow X4 readiness classification from Promising Progress to Ready Now based on post-launch owner reports and expanded…Robot Lawn MowersReclassifiedApr 5iRobot Roomba Combo j9+ advanced features moved behind subscription tieriRobot moved Smart Maps, advanced scheduling, and object recognition behind subscription in the 2024-2025 OS update, changing j9+ readiness classification…Robot VacuumsReclassifiedApr 23Beatbot AquaSense 2 Pro launches with five-motor cordless architectureBeatbot released the AquaSense 2 Pro, a cordless smart-mapping pool cleaner featuring five-motor architecture for comprehensive floor, waterline, and wall…Robot Pool CleanersIII · releaseApr 22SwitchBot S10 launches with integrated plumbing water stationSwitchBot released the S10 with integrated plumbing-connected water station in Q2 2026, eliminating manual tank refills for wet-cleaning operation.Robot VacuumsIII · release

Now tracking humanoid robots

The same Autonomy Ladder that classifies your robot vacuum now classifies humanoids. Most are less autonomous than you’d think. See the humanoid classifications →

How we work

Editorial independence by design

Our classifications, evidence, and business model are structurally separated — not just by promise, but by design.

Independent review

Evidence depth varies by product and is stated clearly on each page.

No paid placements

Manufacturers do not influence classifications, reviews, or coverage.

Evidence-first reporting

Claims are treated as claims and labeled accordingly.

Some links may earn us a commission. This never affects our grades or what we write.