A group of wealthy art collectors and philanthropists dined on risotto and listened to chamber music at a 10-bedroom estate on a private island off Florida's Biscayne Bay last month. The mansion isn't owned by a Russian oligarch or a certain NBA player who recently moved to town. It was built purely on speculation by developers in search of a buyer.

Its asking price: $60 million.

Three...