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Robot Autonomy Classified
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Classification, not recommendation

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
102Robots classified
7Categories
22Manufacturers tracked
TodayLast 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.
31classified

III
Conditional
Finishes jobs in familiar spaces
Maps, navigates, completes tasks. Struggles at the edges.
55classified

IV
Environmental
Handles new obstacles without help
Re-plans in real time. Rare in consumer products.
14classified

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.

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  • III
    Robot Vacuums

    Miele Scout RX3 Home Vision

    Camera-equipped robot vacuum with live HD video streaming, twin-lens 3D object recognition, a 0.4 L…
    Verified 62/100 Capable
  • IV
    Robot Lawn Mowers

    Lymow One

    Track-driven robot lawn mower with RTK satellite positioning and VSLAM navigation. Operates on slopes up…
    Provisional 65/100 Capable
  • II
    Robot Pool Cleaners

    Maytronics Dolphin Nautilus CC Plus

    Wall-climbing pool cleaner with fine-debris brush and 50-foot cord. Covers floor and walls in oval…
    Verified 70/100 Capable
  • III
    Robot Vacuums

    Anker Eufy RoboVac L70 Hybrid

    Vacuum-mop combo with LiDAR mapping and mop-lift technology. Handles hard floors and low-pile carpet in…
    Verified 68/100 Capable

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Battery replacement costs across consumer robots: what ownership longevity actually costs
Editor’s analysis · Jun 2026

Battery replacement costs across consumer robots: what ownership longevity actually costs

Most robot owners budget for the purchase price, the dock accessories, and maybe a filter subscription. They do not budget for year three: the moment runtime drops to half its original length and a replacement battery quote arrives at $150 to $500. That figure, multiplied across vacuum, mower, and pool-cleaner categories, changes the total-cost-of-ownership math significantly.

Type
Analysis
Length
10 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 →

Jun 5XPeng unveils Next-Gen IRON with VLA 2.0 foundation model at AI DayAt XPeng's November 2025 AI Day, the company disclosed Next-Gen IRON alongside VLA 2.0, a vision-language-action foundation model intended to…Humanoid RobotsII · announcementApr 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 VacuumsReclassifiedMay 19iRobot ownership transfers to contract manufacturer Picea through prepackaged Chapter 11iRobot entered a Restructuring Support Agreement on December 14, 2025 with Shenzhen Picea Robotics and Santrum Hong Kong (collectively Picea),…Robot VacuumsIII · newsApr 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 · releaseApr 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 · 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.