The Amazon seasons definitely look higher-budget to me, personally.
They mentioned they didn't get a higher budget with Amazon, but I remember talking about this here and someone mentioned how there is a natural tendency for the series to look better as people get more used to making stuff. Or something like that. Personally I didn't notice any improvements, the series looks great on Amazon but it always did!