Every platform review is based on hands-on testing across six weighted dimensions: conversation quality, image quality, features, pricing value, privacy, and content freedom. Ratings are editorial, revisited on a re-verification schedule (see the “last verified” badge on each review), and never influenced by affiliate commissions. Cost estimates in our calculator come from the pricing data recorded during testing.