Note that two out of eight (25%) cars saw a decrease in mpg when using premium gasoline. Not a statistically strong correlation for using premium gas. Probably a combination of varying driving styles and that octane is not supposed to affect mileage for modern cars.[1]

[1] http://dsc.discovery.com/cars/top-10/car-myths/08.html