Mining calculators work on statistical modeling of expected earnings. There is no guarantee of actually making the expected earnings. For example, had a user been mining on my pool since it began, they would have made approximately 25% more than expected values. Looking at Kano's pool, you can see a lifetime earnings of over 106% of expectations.
Yes i was thinking that which is why i think i need some real raw data to work off.