However you have no way to tell if you got higher MPG or you put in 0.25 or 0.55 gallons of bonus fuel.It was not observer bias. For a long time I used regular (the medium grade). Then we needed gas while my wife was at Costco, so we bought gas there. They don't have the medium grade, only the low grade and premium. So I wasn't buying premium for a mileage test or improvement. But I always check the milage I'm getting on a tank and trips. I noticed, with honest surprise that the milage went up on the premium gas. About 10%. Then another time I needed gas and the closest station was union 76. So I bought their premium. Not as an experiment, it was what was available where I was. And checking the milage it added another 2-3 mpg.
One thing known for sure is; it is impossible to refuel exactly what you burned. Hence you need long term averages.
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