How these comparisons are made

What a finding needs

Every product is researched against the same onAI enterprise AI chat comparison rubric (version 1.1): 51 criteria in 7 groups, each split into fixed questions. A finding appears only when it is scoped to a named product surface, has a dated check, has not passed its review date, has no unresolved contradiction and cites public sources that support it. Expired certificates and private or confidential material never count. Anything else shows as "We found no public information on this", which says nothing about whether the capability exists.

onAI appears with every criterion answered by a cross-checked finding or a dated statement by onAI. A competitor appears once at least 15 of its findings are agent cross-checked; its other criteria show "We found no public information on this".

Labels

• Stated by onAI: the publisher's own statement about its product (evidence type vendor-statement), dated, with no third-party source. Where it contradicts a catalog finding, the statement is shown and the finding is corrected.
• Sourced: the finding passed every publication check above.
• Agent cross-checked: a second agent, different from the researcher, checked the finding against its sources. This is not a hands-on test.
• No public information found: a fixed placeholder for competitors. It never reveals private research.

People approve the rubric, the templates and this generator. They do not review every finding.

Freshness

Prices, plans and model line-ups are rechecked within 14 days, normal capabilities within 30 days and stable architecture, licences and certificates within 90 days. The site is rebuilt every day; a finding past its review date disappears at the next rebuild. Rebuilding never extends a review date. Only a new dated source check does.

Service changes

A sunset notice appears only after an independent review bound to the notice text and its sources. It names exactly what ends and what continues, keeps dates as the source states them, and never changes capability answers.

Same facts in every format

HTML, Markdown, JSON and llms.txt are generated from one object at build time, so they always carry the same findings, dates and sources.

Corrections

Report an error with the page URL and a source to info@onaihq.com. Corrections are recorded in the catalog's change history and published at the next build.