GitPrep is a self-hosted Git repository management tool that offers customization and control, while Google Code Hosting provides a fully managed service with strong integration into the Google ecosystem. GitPrep is suitable for users who prefer to manage their own servers, whereas Google Code Hosting is ideal for those looking for ease of use and reliability.