Nahhhh!
I'm an electronic engineer and I've monitored the current draw of servos on the bench.
They take a brief pulse of current while moving, but when they're still the current drain is very low. When a load is imposed the current increases to hold the servo in place.
The best way to minimize current drain is to arrange the linkage for maximum servo travel. Then the in-oz torque required at the servo will be minimized.