They don't give the details as to how the airplanes performed better by simply feeding them higher-octane gasoline. Such gasolines don't contain any more energy and don't burn faster; they are simply able to take more heat and pressure in the cylinder without detonating or pre-igniting. The airplanes would have needed a high supercharger boost pressure, or the compression ratios would have had to be raised somehow.