Every May, Deutsche Bank releases its annual "Mapping the world's prices" report, cataloging the cost of goods and services in a cross section of the world's biggest and most powerful cities. To determine the cost of living all over the globe, the bank looks at everything from the cost of a packet of cigarettes to how much the average rent costs on a two-bedroom apartment.