The best way to save money on AWS is by commiting to use compute services for a period of 1 to 3 years, here you have several combinations like up front, no upfront or even partial upfront, depends on what is selected here toy might get from 25% to 55% discount on compute costs.
In this link you can find a cool wizard to calculate your savings: AWS compute savings