GitBucket is an open-source Git platform that offers self-hosting and built-in CI/CD features, making it ideal for teams looking for a Git-centric solution. In contrast, Codebase provides extensive project management and issue tracking capabilities, making it better suited for larger teams requiring comprehensive collaboration tools.