Scale Leaderboard is a platform dedicated to AI model performance evaluation, offering expert-driven private evaluation datasets to ensure the fairness and purity of results. The platform regularly updates its rankings, incorporating new datasets and models, fostering a dynamic competitive environment. Evaluations are conducted by vetted experts using domain-specific methodologies, guaranteeing high quality and trustworthiness.