Except, the calculator isn't great at true telling, lying by omission.
Try making the cost of gas low, and electricity high, and the "savings per month" simply drops to 0 and stays there, instead of wrapping around and becoming a cost.
Yeah it's an estimate, but it doesn't cover any of the basic possibilities.