The correct statement is:
Infrared waves have lower frequencies and energy than ultraviolet waves.
This is because infrared waves are on the lower-frequency (and lower-energy) side of the electromagnetic spectrum, while ultraviolet waves are on the higher-frequency (and higher-energy) side.