How we test

Every profile and comparison on AI Agents List is built from primary sources: vendor documentation, published pricing pages, and changelogs. Pricing and feature claims are recorded with the date we checked them — each comparison shows a visible “Last verified” date, and profiles carry a last-updated date.

Where we have used a tool hands-on, the page says so and describes the task we ran. Where we have not, we compare documented capabilities only and never present synthetic results as testing. We do not publish a number we cannot trace to a source.

Facts that need re-checking are flagged internally and re-verified before major updates. If a vendor changes pricing or features between our checks, the verified date tells you how fresh the data is.

AI Agents List is independent: no sponsored placements, no paid rankings, and vendors cannot pay to change a verdict.