Obviously you don't use it all the time. That's why it's an afterburner. You don't see fighter jets running an afterburner for entire flights. It would be used to achieve a higher TWR temporarily.
After you expend all the LOX, (perhaps on an orbital insertion) you would still have LH2 left over and you'd have a lower mass as a result of LOX's greater density.