Onton wins 52 of 90 complex product searches

Onton’s Ontology 1 won 52 of 90 complex product searches outright, versus 19 for Google Shopping and 16 for Amazon, in the company’s Subtext-Decor-90 benchmark. Three frontier models judged the top 10 results for deliberately difficult home-decor queries; Onton reported 63.0% precision, but the narrow, company-built test and model judges make this a result to reproduce rather than a settled ranking. For builders weighing specialized retrieval against a general frontier model such as the 250-billion-parameter Solar Open 2, the result is a useful signal that explicit domain structure may still beat scale on intent-heavy search.