'One big bang' as you put it means the whole carcass has to be dragged into space. Every single pound of it. That requires **HUGE** amounts thrust, endurance & extra fuel to drag now superfluous mass (and the extra fuel) against gravity.
Using stages lets you dump useless weight as you go, allowing allowing either less fuel or more payload.