Autonomy Library·Data
Consumer Robot Autonomy Data
Where consumer robots actually stand on the Autonomy Ladder™: 423 classified robots across 7 categories, 57% of them at Level III, and none at Level V. Nothing on this page is estimated.
Counts are live·reviewed July 13, 2026
Levels I – IV observed423robots classified · liveThe 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. | Adapts to the unfamiliar and recovers. | Any task, any setting. |
| You | Operate it, continuously. | Supervise runs and rescue it often. | Prepare the space; handle the edge cases. | Maintenance only. | Nothing. |
| All robots | 3 robots | 143 robots | 242 robotsThe center of gravity | 35 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: Adapts to the unfamiliar and recovers.
You: Maintenance only.
Robot: Any task, any setting.
You: Nothing.
Classification by category and level
| Category | I | II | III | IV | V | Total |
|---|---|---|---|---|---|---|
| Robot Vacuums | 0 | 18 | 165 | 0 | 0 | 183 |
| Robot Lawn Mowers | 0 | 27 | 21 | 34 | 0 | 82 |
| Robot Pool Cleaners | 0 | 24 | 36 | 0 | 0 | 60 |
| Humanoid Robots | 0 | 45 | 5 | 0 | 0 | 50 |
| Robot Window Cleaners | 0 | 11 | 8 | 0 | 0 | 19 |
| Specialty Robots | 3 | 14 | 6 | 1 | 0 | 24 |
| Multi-Task Robots | 0 | 4 | 1 | 0 | 0 | 5 |
| All categories | 3 | 143 | 242 | 35 | 0 | 423 |
Live counts of published database records. Category names link to their autonomy guides.
Reading the data
| 57%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. |
|---|---|
| 34 of 35Level IV robots are mowers | Nearly every Environmental Autonomy classification belongs to a robot mower. Bounded outdoor tasks plus RTK positioning currently outrun indoor clutter handling. |
| 90%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. |
| 90%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 July 13, 2026. Machine-readable summaries: llms.txt; individual records via the public REST API.