I am replacing many of the incandescent lamps in my house with LEDs.
If rated by *Voltage*, you just screw them in. 120V LED goes where I took out a 120V incandescent. 6V LED goes where a 6V incandescent was (or could have been).
Because the LED is much more efficient, it will "pull" less electricity at the rated voltage. Since it is rated for Voltage, you know it won't "pull" any more current than it is designed to. (A bare-naked LED might suck all it can get; these voltage-rated LEDs have some form of current limiter to keep them at the design current.)
An incandescent is a 1-inch hole in your electric bill (leaks electricity, thus money). An LED of similar brightness is maybe a half-inch hole in your electric bill.
I can see the lower power consumption on my electric meter.
Little sub-Watt lamps, it is not about the electric bill. In this case, your amp's power transformer runs insignificantly easier (cooler).
The easier transformer load is unimportant (Whole stock amplifier is say 60 Watts total demand, the LED swap makes it 59.6 Watts, no real difference.) Of course the killer advantage is that LEDs *don't burn out*. (Well not in few-hour/day service, for an amp or a house we may re-re-model or sell-off in 20 or 30 years.) That means NOT going up the ladder "ever again". Or not standing on a dim stage wondering if the amp is sick or the bar's wall outlets, or if it is just a blown pilot light.