What are the differences between pre-tax, Roth, and after-tax contributions in terms of retirement savings?

Pre-tax contributions are made with money that has not been taxed yet, Roth contributions are made with after-tax money, and after-tax contributions are made with money that has already been taxed. The main difference is when the taxes are paid - before, during, or after the contribution.