From what I have read, the LEDs are expensive and make your plants look the wrong colour.
Need to read more... Some are indeed expensive and the wrong color (for viewing - great for growing). There are newer ones that look great (better than most fluorescents) and aren't too expensive. Still more expensive than fluorescent though.