According to this Demographia report measuring housing prices relative to local incomes in urban areas across Australia, Canada, Hong Kong, Ireland, New Zealand, Singapore, UK, and the US (random assortment but ok); Hong Kong is far and away the most expensive city. In the US, it's actually Los Angeles.
http://www.demographia.com/dhi.pdf