AppFog is a platform-as-a-service (PaaS) that offers robust features for application deployment and scaling, while Gplugin is a lightweight tool designed for plugin management and integration. The key difference lies in AppFog's comprehensive application hosting capabilities versus Gplugin's focus on enhancing existing applications through plugins.