Wild Bench

WildBench is an automated evaluation framework for benchmarking large language models using 1,024 challenging, real-world user queries selected from over one million human-chatbot conversation logs. Featuring WB-Reward and WB-Score metrics with strong correlation to human evaluation, this benchmark tests LLMs' performance on authentic user interactions and complex real-world tasks.