The primary difference is taxation. Anything that is designated as a "Roth" is funded with money that has already been subjected to taxation by the government. All other retirement accounts are funded with money that has not been taxed by the government, YET.

The government will get their taxes from those pre-tax accounts when you withdrawal the funds in retirement.