I've never used LEDs but the general concensus seems to be that they work great for veg and as supplemental lighting or for flowering one or two plants, but anything over 2-3ft tall or any space more than 3ft wide and it doesn't seem to cut it.
I have certainly seen grows that show otherwise, but those are definitely not the majority.