That's not having it both ways. It's the problem with having incomplete data.

But if cigarettes are the thing preventing people from buying heroin with the money you deterred them from using to buy soda, that doesn't mean that the soda money is going someplace better than it was before your law, it only implies that "well then we just need a higher tax on cigarettes" wouldn't be a beneficial solution.