Frequently Asked Questions
How are the results generated?
Every model receives the identical prompt through its official API. We save the returned HTML as-is and render it as the sample page — no manual edits.
How does voting work?
Open a sample and press like or dislike. The totals update the ranking immediately.
Do I need an account?
No. Voting is anonymous and requires no sign-up. We never ask for your name, email, or profile information.
What data do you keep about my vote?
To stop rapid duplicate voting we hold a one-way technical identifier for up to 15 minutes. After that the identifier and the public vote ID are permanently destroyed, leaving only the anonymous like/dislike count.
How is the ranking calculated?
Models are ordered by community likes and dislikes together with automated functionality checks. See the Methodology dialog on the home page for details.

