Bodhi Linux is a lightweight and customizable Linux distribution, ideal for users seeking performance on older hardware, while Windows XP is known for its wide compatibility and user-friendly interface but is outdated and no longer supported. The choice between them largely depends on the user's needs for performance versus software availability.