LED is not all created equal. The old lumiled blurple LEDs you commonly see are about half as efficient as something like the Samsung LM301b. When buying, look for Samsung, Osram, Bridgelux, Cree, Nichia, Citizen, Luminus diodes/ Cobs. Those will give you the efficiency you are looking for...