Octane is a measurement of how well a fuel resists knocking and detonation. High performance engines need high octane fuel, not much of a performance gain otherwise.
https://en.wikipedia.org/wiki/Octane_rating#Effects
https://en.wikipedia.org/wiki/Octane_rating#Effects
