Unless you have the VERY unusual situation where you have knocking robbing you of power, NO!. Actually, you will lose some MPG, as higher octane has LESS energy in it for the additives that increase the octane.
Octane rating is the resistance to self detonate at high compression, not the content of energy.
Octane rating is the resistance to self detonate at high compression, not the content of energy.