The idea is probably similar, but there are a lot of implications.
On the face of it ;) beautiful is unlikely to be used for a more manly look. It suggests something a bit more feminine.
But also - in terms of usage, it would be quite unusual to say 'beautiful'. That is something I would think of perhaps only a gay man saying.