To maximize energy efficiency, opt for LED downlights, which consume less electricity and have longer lifespans compared to halogen or incandescent options. Look for fixtures with ENERGY STAR ratings, and consider features like dimmability to adjust lighting levels as needed. Though the initial cost may be higher, the energy savings and reduced replacement frequency offer cost benefits over time.