Product reliability, exact model first

Know what the evidence actually supports.

EnduraIndex organizes reviewed ownership, failure, and repair evidence for exact robot-vacuum models—without turning anecdotes into rates or uncertainty into a score.

12 public modelsUS marketHuman reviewedNo survival estimates

Every model begins at insufficient evidence. Confidence changes only when reviewed, attributable records support it.

Built to show the boundary of knowledge.

Reliability evidence is useful only when identity, provenance, review status, and limitations stay attached to it.

01 / IDENTITY

Exact model, not brand reputation

Every public record resolves to one approved model. Similar names and families are not merged by assumption.

02 / PROVENANCE

Sources remain visible

First-party ownership records and Public Web evidence stay distinguishable in counts and interpretation.

03 / UNCERTAINTY

Insufficient is a result

A complete page can responsibly say that the current evidence does not support a reliability conclusion.

A deliberately narrow validation registry.

We are starting with robot vacuums in the United States and twelve public exact-model records.

Explore the registry