I'd go for the best regardless of money. By best I mean best fit, based on research interests or whatever one considers important. I was accepted to my top choice with no word on funding and I accepted their offer. I don't really need to hear from the others even if they offered some money. I'm going into a professional-level program where funding is generally harder to come by anyway, so my situation is different than most PhD students.