Stochastic is a b%$&h :)
The crucial factor to consider is the number of attempts you get.
At 100 attempts you would expect to win
1$ - 85/100 times -> 85$
1,000,000 $ - 15/100 times -> 15,000,000
so even if you only win once, your reward is bigger than winning every time in the 1$...