A light-emitting diode (LED) can take almost all the electricity that passes through it and transform it into light, without producing excessive heat.
Conventional bulbs transform only a portion of their electricity into light and a great deal is lost to heat. Thus, they require more energy and produce less light.
You will see the difference!