All the differences between plans are described here.
The short version is that rollApp Starter only supports opening files for view and does not allow saving changes or creating new files in your cloud storage. rollApp Premium in addition to read-write access to cloud storage provides support for printing from applications and persistent application settings. Certain applications require rollApp Premium to run in the cloud.