Profiles, Memberships, Accounts? What's the differences?

I have looked at the Members 2 plugin as well as Profile Builder (was suggested by WPMU Dev). I also know that wordpress has a default user system.

I am looking for clarity on the differences between all of these systems/plugins and how they relate and work with each other.

Any assistance in gaining clarity is greatly appreciated! Thank you