Local-bench.ai is an independent, judge-free leaderboard focused on local and open-weight large language models, showcasing model variants, performance metrics, and run details to help researchers and developers compare capabilities. The site provides methodology, benchmarks, and practical guidance for benchmarking, with tools to explore rankings, run commands, and understand results in a transparent, community-driven framework.