Silicon Valley is home to many wealthy cities, including those in the center of the valley and others on its edges: Atherton A city in the center of Silicon Valley that’s considered a symbol of luxury and wealth. With an average household income of more than $594,651, Atherton is among the richest cities in the US, not just in California.