A new platform called Model Arena is positioning itself as a GitHub for AI models, enabling researchers and developers to compare, share, and evaluate machine learning models through standardized benchmarks. The initiative addresses critical gaps in reproducibility and model selection amid the AI explosion. This could fundamentally transform how the community validates and adopts state-of-the-art models.