Does an increase in hash/s decrease the time it takes to obtain a block or does it increase the possibilities of solving one?
Since solving a block is a probabilistic math problem, having more hash power will increase the probability that you will find the right hash and solve the block. You cannot be 100% sure of the estimation given by the profitability calculators.