You might find what you want at either place but I would also look at a good Jewish deli or bakery.
And I know what you mean about Saria and her darn babka pics. I've been craving some as well. I bought a cinnamon babka at Wegman's today and although I could see the potential, it wasn't up to snuff. I am determined to make my own!
Good luck on your search.