The new generation of Kage differs from their predecessors in various ways. Some of the key differences include their unique set of skills and abilities, their approach to leadership and decision-making, their relationships with other villages and ninja clans, and their perspectives on maintaining peace and stability in the shinobi world. Additionally, the new generation of Kage may have different challenges and conflicts to face compared to their predecessors, shaping their leadership styles and strategies accordingly.