Located on the western edge of Silicon Valley, this city of 30,000 boasts a small-town feel, high-end boutiques, and a large Asian population that accounts for nearly 40 percent of the residents. It is also home to some of the most expensive suburban housing in the United States. (Some cities could be more expensive but aren’t included in this Coldwell Banker survey because they didn’t have at least 10 listings of four-bedroom, two-bathroom homes over a seven-month period). Despite the fall in existing home sales in May and generally deteriorating home prices, the average listing price of a four-bedroom home in Saratoga still costs nearly $1.3 million.

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The Saso Herb Garden, pictured in this 1998 file photo, was once a fixture of Saratoga, Calif. But the property is now privately owned and the garden no longer exists. Although nationally existing sales of single-family homes are back down to levels of the 2008 slump, the sale price of those homes vary widely. In Saratoga, the average listing price for a four-bedroom, two-bathroom house is nearly $1.3 million.