In low efficiency low compression engines ethanol will give less mileage but with more horsepower.  See a Chevy pickup 5.3L for an example:
http://media.gm.com/media/us/en/chevrolet/vehicles/silverado/2014.tab1.html

In high compression engines, no fuel gives as good as mileage as ethanol.  None, better than diesel even.