Prices are quite high in Brussels. Best flea market, in my opinion is Place du Jeu de Balle. Also don't forget to stop at the pubs in the square - the ugly looking ones are the best.
If you are searching for flowers or plants (Brussels is famous for that), you can try here www.fleurslivraison.be or at your local florists. Don't expect for cheap, anyway!