Obviously you're not going to begin saving money the instant you start bicycle commuting. As you learned, there is a long process of buying all the right **** that you need for your ride. You really won't begin saving money until you dump your vehicle, as you're still making payments, insurance, maintenance.
It also helps if you have a longer commute, as you will save more on gas.