The visual style of Tom and Jerry: A Nutcracker Tale is a significant aspect of its appeal. The film employs computer-generated imagery (CGI) to create vibrant and detailed environments inspired by the original Nutcracker ballet and Hoffmann's tale. The animation is fluid and dynamic, bringing to life the fantastical world that Tom and Jerry enter. The character designs remain faithful to the classic Tom and Jerry look, while also benefiting from the precision and expressiveness afforded by CGI.