They consume less for sure but the light they emit decreases faster, thus per light the efficiency decreases. This is because leds have a fixed voltage drop an

They consume less for sure but the light they emit decreases faster, thus per light the efficiency decreases. This is because leds have a fixed voltage drop and just a bit above that your light efficiency is almost zero.