I believe the costs are pretty comparable if you're an out-of-stater: You'll get hit with annual registration fees (slightly higher in Nevada, I believe) and the need for a registered agent in either location, but you'll get hit with a franchise tax in Delaware (not sure if it offsets the Nevada registration fee off the top of my head). Either way, if you're not operating in Nevada or Delaware, the state in which your business is operating is going to want taxes, so it doesn't really help in that regard. (And, as an aside, if you're in California, taxes really suck).
Quick look at Wikipedia notes that there are no personal or corporate state taxes.
Good news is, if you're an Inc you can waive the first year. LLCs can't though.