The LMSys Chatbot Arena Leaderboards are the most comprehensive and reliable ranking to determine the relative proficiency of different LLMs. So far, OpenAI’s GPT-4 has been the leader. Claude 3’s Opus weight has taken GPT-4 down shortly after being released.