Gitblit is a lightweight Git server that excels in repository management with a focus on simplicity and ease of use. GitLab, on the other hand, is a comprehensive DevOps platform offering extensive features for CI/CD, project management, and collaboration, making it suitable for larger teams and more complex projects.