01
Claims ≠ proof
A vendor datasheet is useful, but it is always labeled as a manufacturer claim. Public demos and field data get separate evidence classes.
Independent robot evidence
Is this robot truly useful, reliable and safe?
Useworthy separates manufacturer claims from independent tests and real-world evidence — focusing on whether robots are reliable, autonomous, safe and genuinely useful to people.
Public alpha · no paid rankings · no certification claims
10Robot passports
—Evidence sources indexed
—Independent / field evidence entries
5Evidence confidence levels
Evidence explorer
See what is actually verified
Early-stage robots often have rich specifications but little long-term evidence. Useworthy makes that gap visible instead of filling it with a synthetic score.
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Useworthy principles
Evidence before rankings
02
Version everything
Hardware revision, firmware and test conditions matter. A safety or autonomy result is never treated as timeless.
03
Measure the burden
The long-term target is human interventions per 100 productive hours, unplanned downtime, autonomous recovery and true cost per productive hour.