In an article about the wave of conservative reform under Louisiana governor Bobby Jindal, the New York Times writes:

Meanwhile the House is considering an income tax cut that would cost the state $300 million. 

Another way to say that would be:

Meanwhile the House is considering an income tax cut that would save the taxpayers $300 million.

It all depends on whether you identify with the taxpayers or the tax consumers.