Autonomy Library·Data
Consumer Robot Autonomy Data
Where consumer robots actually stand on the Autonomy Ladder™: 605 classified robots across 7 categories, 60% of them at Level III, and none at Level V. Nothing on this page is estimated.
Counts are live·reviewed October 16, 2026
The market on the Autonomy Ladder™
| Level | IManual automation | IIAssisted autonomy | IIIConditional autonomy | IVEnvironmental autonomy | VGeneralized autonomy |
|---|---|---|---|---|---|
| The robot | Performs one action on command. | Runs preset routines in simple spaces. | Finishes familiar jobs on its own. | Copes with clutter and frees itself. | Any task, any setting. |
| You | Operate it, continuously. | Supervise runs and rescue it often. | Prepare the space; handle the edge cases. | Setup and maintenance. | Nothing. |
| All robots | 7 robots | 179 robots | 363 robotsThe center of gravity | 56 robots | none |
Robot: Performs one action on command.
You: Operate it, continuously.
Robot: Runs preset routines in simple spaces.
You: Supervise runs and rescue it often.
Robot: Finishes familiar jobs on its own.
You: Prepare the space; handle the edge cases.
The center of gravity
Robot: Copes with clutter and frees itself.
You: Setup and maintenance.
Robot: Any task, any setting.
You: Nothing.
Classification by category and level
| Category | I | II | III | IV | V | Total |
|---|---|---|---|---|---|---|
| Robot Vacuums | 0 | 17 | 216 | 22 | 0 | 255 |
| Robot Lawn Mowers | 0 | 30 | 66 | 32 | 0 | 128 |
| Robot Pool Cleaners | 0 | 31 | 43 | 1 | 0 | 75 |
| Humanoid Robots | 1 | 55 | 9 | 0 | 0 | 65 |
| Robot Window Cleaners | 0 | 18 | 9 | 0 | 0 | 27 |
| Specialty Robots | 6 | 23 | 14 | 1 | 0 | 44 |
| Multi-Task Robots | 0 | 5 | 6 | 0 | 0 | 11 |
| All categories | 7 | 179 | 363 | 56 | 0 | 605 |
Live counts of published database records. Category names link to their autonomy guides.
Reading the data
| 60%at Level III | Conditional Autonomy is where consumer robotics lives today: robots that finish full jobs in familiar spaces and need help at the edges. |
|---|---|
| 32 of 56Level IV robots are mowers | Environmental Autonomy is led by robot mowers and robot vacuums documented avoiding clutter and freeing themselves. Positioning hardware alone does not earn it. |
| 85%of robot vacuums at Level III | The most mature category is also the most uniform: robot vacuum autonomy has converged on conditional independence, held back by the same edge cases across brands. |
| 85%of humanoids at Level II | The category with the largest claims holds the modest classifications. See humanoid robot readiness for why demonstrations and deployment diverge. |
| 0robots at Level V | Generalized Autonomy remains theoretical. No consumer robot operates across diverse environments without human intervention. |
Method and citation
Counts are computed directly from the published Robovations database at render time. Classifications are assigned per robot from documented evidence under the Autonomy Ladder methodology and evidence standards, and change as evidence changes; reclassifications are logged in the Tracker.
Cite as: Robovations, Consumer Robot Autonomy Data, retrieved October 16, 2026. Machine-readable summaries: llms.txt; individual records via the public REST API.