Is there a big difference between taking a lottery winning via payments over a series of years vs. taking it all in cash at once?

The answer really depends on how you invest your cash. If you opt out of Cash, you only get 50% of the money you win. You only get 100% of it with annual option. You have to pay taxes on both.