I don't have any numbers on this, but it seems like a poisson distribution is probably a better fit to housing prices (and consumer prices in general) than a normal distribution.
Here's a normal distribution (bell curve)
Here's a poisson distribution
Let's say there's a certain type of house with a median price of $400,000. With a poisson distribution, you might expect to see the cheapest houses listed for $375,000 or so, which the highest priced would list for $500,000. Whereas, with the normal distribution you might see a $500,000 home only if there were a $300,000 comparable (approximately).