▣ RealtimeCUA Bench

VIDEO LEARNING · NATIVE APPLICATIONS

Watch. Learn. Apply the change.

Six English tasks in real native applications. Inspect the tutorial, the evolving brief and the actual model video.

6native tasks
14model videos
300 / 600 sseparate budgets

Every trial is versioned separately. Corrected evaluator results may regrade the same saved project; they are not new model runs. These pilots are not included in the fixed 17-task leaderboard.