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Classification, not recommendation

A plain-English classification of every consumer robot.

We place each consumer robot on a 5-level Autonomy Ladder, so you can see how much it actually does on its own and how much stays your job.

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.

Recently classified robots

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

  • Segway Navimow i215 LiDAR III
    Robot Lawn Mowers

    Segway Navimow i215 LiDAR

    Wire-free yards under 0.5 acre, autonomous night operation preferred
    Provisional $1,399
    67/100 Capable
  • Sunseeker S4 III
    Robot Lawn Mowers

    Sunseeker S4

    Wire-free yards under half acre, complex terrain, multi-zone or seasonal repositioning
    Verified $1,599
    71/100 Capable
  • Wybot C2 Vision III
    Robot Pool Cleaners

    Wybot C2 Vision

    Inground pools 12,000-25,000 gallons; cordless, moderate-to-heavy seasonal debris.
    Provisional $629
    74/100 Capable
  • Miele Scout RX3 III
    Robot Vacuums

    Miele Scout RX3

    Allergy-focused households, low-clearance furniture, vacuum-only cleaning
    Discontinued $899
    56/100 Adequate
The weekly digest

Everything that mattered in consumer robotics this week.

One considered email, most Fridays — skipped entirely on the weeks there’s nothing to report. No marketing, no rankings.

How we work

Editorial independence by design

Our classifications, our evidence, and our business model are structurally separated. The separation is the design, not a promise.

  • Independent review. Evidence depth varies by product and is stated clearly on each page.
  • No paid placements. Manufacturers do not influence classifications, coverage, or how robots are described.
  • Evidence-first reporting. Claims are treated as claims and labeled accordingly.

New coverageNow tracking humanoid robotsThe same Autonomy Ladder that classifies your robot vacuum now classifies humanoids. Most are less autonomous than you’d think.

50 classifiedIIIIISee the classifications

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