Ultimate Anime, released in 2026, is an anime rating and classification dataset designed to support the construction of anime recommendation systems, EDA data visualization, and comparative analysis of long-term trends and popularity in the anime industry. It is widely used in tasks such as anime recommendation system construction, NLP tasks, data analysis and visualization, rating and trend research, and machine learning classification and ranking modeling. This dataset contains data on 3,994 anime works from the anime databases AniList and MyAnimeList, covering multi-dimensional information such as anime title, type, AniList community rating, total number of episodes, broadcast status, year, plot synopsis, production company, source of original work, popularity and ranking, cover image, and broadcast time.