In the same way that you would owe capital gains on a share of stock when you sell cryptocurrency and make a profit, you must report that profit as capital gains. In general, you have to pay taxes on any increased value between the price you paid for a cryptocurrency and its price at the time you spent it when you bought goods or services with it.