The most efficient AC units are ductless, wall-mounted units, because there's less energy consumption due to air leaks. Just make sure you choose the proper size air conditioner for your space. Also, look for higher EER and SEER ratings. Equipment with 13 SEER is considered less energy efficient, while a unit with 20-22 SEER is a high-efficiency unit.