I think it would come down to personal taste. For me, I like to put them under the playfield. I like the fact that they run cooler than incandescent bulbs. I think over the long run this means less problems with inserts pushing up.
I purchased a STTNG that the previous owner had fitted out with LEDs, and I have to admit, I like it.