Gitweb is a lightweight and self-hosted solution ideal for Git repository management, while Google Code Hosting provided a more robust collaboration and project management environment but has been discontinued. Gitweb is suitable for individuals or small teams needing basic Git functionality, whereas Google Code Hosting was aimed at larger teams needing integrated tools before its shutdown.