What AI says about Prompt-to-Leaderboard (P2L)

Prompt to Leaderboard (P2L) is a method that trains a large language model to generate prompt-specific leaderboards by predicting human preference votes. It enables unsupervised task-specific evaluation, optimal model routing, and personalization, achieving the #1 spot on the Chatbot Arena leaderboard in January 2025.