What is the difference between the SaaS and On-prem solutions?

The SaaS is installed in an AMC controlled cloud solution (Microsoft Azure) the On-Prem solution is installed in a customer-controlled environment. Even if the customers environment is hosted in Azure this will still be defined as an OnPrem (self-hosted) solution. See also here for further details on the difference.