There are several properties of gasoline that can effect how the fuel is burned in a real engine. Of primary concern is Octane, which is simply the resistance of the fuel/air mixture to knocking. You can find the Octane requirement of your engine in your owner’s manual. In general, it is just fine to use higher Octane than required because high Octane gasoline’s burning properties are the same as lower Octane fuels. There is a popular myth that high-Octane gasoline burns slower than regular grade, but that is not true.
The rate at which fuel burns in a real engine is dependent on many factors like temperature, engine design, speed and load and ignition timing. The way that the burning speed of a fuel is measured is in a laboratory “bomb” and is called the laminar burn velocity (LBV). The higher the measured LBV, the faster the fuel will burn in a real engine (all other factors equal). If we look at surveys of LBV, we can see that there is no correlation between LBV and Octane of real commercial gasoline. There are small variations during the year and based on location, but on the average, the LBV of high-Octane is the same as regular grade.
There is a small difference between the LBV of fuels with Ethanol and without. In general, adding Ethanol speeds up the LBV, but even 25% ethanol raises the LBV less than 1%.
Other fuel properties that are important are vapor pressure (how readily it evaporates) and the heating value (how much energy per gram of fuel). These vary a little bit between winter blended and summer blended fuels. High Octane winter-blend has slightly lower vapor pressure (on the average) than regular grade in some surveys.
references: SAE 2003-01-3265, AIP Conference Proceedings 2191, 020063 (2019)