Oh I LOVE el Prado. As trite as it may be, my favorite piece in El Prado es Velazquez's "Las Meninas".
Another real favorite of mine is "The Origin of the Milky Way" by Peter Paul Rubens.

Did you go to the Reina Sofia, too? Are you going to post about it? That's a great museum!