The correct response is:
A greater percentage of the energy output of the incandescent bulb goes toward heat.
Incandescent light bulbs convert a significant portion of the energy they consume into heat rather than light, making them less efficient compared to LED bulbs, which produce much more light for the same amount of energy consumed.