http://www.findyourspot.com/default.asp?NewQ=3
It's a pretty interesting and detailed site.
Places I'm not shocked to see on my top 24:
-San Jose
-Oakland
-DC
-Honolulu
-Boston
-San Diego
-Chicago
-LA
-Las Vegas
Places I'm shocked to see on my top 24:
-Baltimore (which is my top result)
-Long Beach, CA
-Orange County, CA
-Portland
-Little Rock
-Medford, OR (Never heard of the place)
-Charleston, WV
-Random places in the Northeast
Places I'm shocked that I didn't see on my top 24:
-NYC
-Madison, WI
-Orlando
-Miami