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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.

  • Maytronics Dolphin EON 120d III
    Robot Pool Cleaners

    Maytronics Dolphin EON 120d

    In-ground pools, heavy leaf load, cordless operation preferred.
    Provisional 54/100 Adequate
  • Yeedi S20 Infinity Ultra III
    Robot Vacuums

    Yeedi S20 Infinity Ultra

    Flagship robot vacuum with FocusJet stain-targeting technology and self-emptying dock. Positions above the standard S20…
    Provisional 62/100 Capable
  • Sanctuary AI Phoenix Gen 7 II
    Humanoid Robots

    Sanctuary AI Phoenix Gen 7

    Manufacturing pilots, robotics research labs with operator support resources.
    Pre-Release 51/100 Plausible
  • Fourier GR-3 II
    Humanoid Robots

    Fourier GR-3

    Institutional care facilities with on-site staff and research-phase deployments.
    Pre-Release 54/100 Plausible
What ‘avoids obstacles’ actually claims
Editor’s AnalysisJun 2026

What ‘avoids obstacles’ actually claims

Three words on a spec sheet stand in for four separate engineering problems: noticing something is there, knowing what it is, deciding what to do, and recovering when the decision is wrong. Most products solve the first and stumble on the last.

Framework  ·  4 min readRead the full analysis
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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