Not all Azure services available in the Azure website are available through the CSP program. Microsoft is rapidly releasing most of the services through the CSP channel. As resources in Azure through CSP can only be deployed in the Azure Resource Manager model, only resources that are available in the ARM model can be deployed through CSP. Also, the market place applications are not available through CSP when this FAQ is written and published.
Partners can get the list of Azure services available through CSP from the CSP Distributor or through the Partner Center portal.