Its the octane in the fuel. Our cars are tuned for high octane fuels. Regular fuel in japan has a higher octane then the premium fuel we have in australia.
You use shit fuel, you get engine knock, which is not good. Do a search for Ping, Knock, Detonation, Pre-Ignition, rich and retard - you'll start to understand why you need to use premium fuel.