I'm always very dubious about those online calculators. Lots of additional factors that the calculators can't account for. Vehicle weight, tyre width & diameter (rolling load resistance), drivers driving style, etc, etc...
An old friend once told me that the very best way to improve fuel economy is to drive barefooted and glue thumbtacks to the accelerator pedal...