How could it not? If it uses the same amount of electricity. Light energy converts to heat. One watt creates 3.4 BTUs per hour. It doesn't matter if the wattage is used for a HPS, LED, TV, space heater, etc etc..
All of you who are saying LEDs produce less heat, do you have any evidence for...