Summary: As LLMs evolve on a daily basis, there is a need for trustworthy evaluation methods. The Auto-Arena of LLMs automates this process with LLM agents engaging in peer-battles and committee discussions.

Opinion: This paper introduces an innovative approach that can revolutionize how LLMs are evaluated, providing a more efficient and unbiased method for assessing their performance.