What hardware components should be considered when deciding what applications to install?

Depends on what application - If it is a number crunching application, it will use a lot of CPU power
If it's a graphics intensive video game, it will take a lot of graphics card power
If it's a application that has a lot of things going on, like tabs in google chrome, then it will use a lot of RAM