It totally depends on where you are. For example, here in Boston is cheaper than when I visited Dallas, but roughly the same price as NYC.

Every city or town which has taxis will have a website telling you the cost of a taxi. This is because taxi costs are regulated and they have to tell you.

You'll see the rate per gallon, the flat rate for pick up, and the max value that you can be charged