$8million - $15milion, depending on the area.
Just make sure it has an ample lock-up garage and will fit at least 10 cars inside it, you really don't want to be known as the guy who parks his Lamborghini and 3 Ferrari's next to the Koenigsegg and Pagani with the Maserati out on the street every night.