Reducing the volume of material might not reduce the cost as much as you would hope. A lot of times the high cost is due to all the other factors: time, space in the printer, cleanup...etc.
AND, be aware that there is a huge difference in how much printing services charge from one to another. I've seen astronomical prices from smaller local guys compared to what you will get from places like imaterialise.com