BountySource is primarily focused on rewarding developers for working on open-source projects through a bounty system, while Bitbucket is a comprehensive version control platform that offers robust collaboration tools for teams. While BountySource emphasizes community-driven funding, Bitbucket provides a more traditional approach to source code management with integrated project management features.