Many seasoned business travelers anecdotally know that Tokyo is the most expensive city but now there’s hard evidence to provide it. Concur Technologies, a company that offers travel and expense management solutions, analyzed over half a billion individual purchases made by business travelers in 2011 totaling over $50 billion.

These expenses included hotels, meals, and entertainment and were submitted by 15 million road warriors employed by roughly 15,000 companies across the …