[submarius]

Cool work — quick question: how should readers think about the fact that Interfaze-Beta is on the leaderboard you built? Not saying anything's wrong with the methodology, just curious how you'd recommend a third party verify the ranking is neutral to the choices you made (datasets, difficulty weights, reasoning-off default, etc.).

[khurdula]

We've open-sourced all code, and test sets. You can find them here: https://interfaze.ai/blog/introducing-structured-output-benc...

To validate the choices and configurations, feel free to give it a reading. We also breakdown our methodology in the blog and in-depth within the paper.