There should be no difference at all: simply copy the application executable from one machine to the other and done.
That is, unless you're using some external library (database, for exampe) in which case you'll have to install those libraries in the target machine too using the standard package manager of each distribution--that's one of the main reasons for their existence, after all: to deal with application dependencies.