Hi Mike,
There's no advantage, or disadvantage, to using multiple apps.
The speed constraints of the system are what they always are - CPU, Ram, Disk, bandwidth and so on. If the apps are not typically being used at the same time (but are running at the same time) then I'd suspect RAM as the primary issue.
Cheers
Bruce