Auto-hosted apps are not supported by Microsoft from next month, June 2014 onwards, Microsoft is recommending auto hosted apps to be converted to provider hosted apps. Publishing a SharePoint hosted app is relatively simpler as it is web scoped and all components are included in .app package.
What are the steps involved in publishing provider hosted apps to SharePoint store/Office store/App marketplace?