Hi @arfajobs ,
it is all indeed as @ChrisHemedinger explained.
Always when you add (virtualization) layers, you are placing an overhead of some degree: with virtual machines, with containers, cloud instances, etc.
The question is how much is significant and acceptable for your processes. For instance, all virtualization methods mentioned above are generally accepted nowadays - yet do mind that the penalty on performance still happens. The question is how much noticeable is, overall.
The only way to know is by having a good analysis of your workloads (SAS & non SAS) intended on those servers, and by aligning with an specialized representative from vendor or partner, whose most likely will ask you to expand on your information.