How we compare
1. Collect from official sources
For every tool we fetch the vendor's own documentation and pricing pages, plus widely-shared user feedback. A claim enters our dataset only with a recorded source.
2. Extract comparable claims
Each source is distilled into structured, comparable claims — starting price, free tier, best use case, output limits, and the dimensions that matter for that category.
3. Verify before publishing
Every page is scored against the underlying claims before it can be published. A page that can't ground its statements doesn't ship — this is why you'll find gaps in our coverage rather than guesswork.
4. Refresh on a schedule
Pricing and plans change. Pages are regenerated and re-verified regularly; the freshness label on each page reflects its last verification date.
What we never do: invent a price, fill a comparison cell with a guess, or let a commercial relationship decide a verdict. If a fact isn't verifiable, the cell stays empty.