Stop in for a cup of coffee
Lower octane makes more power per unit volume than High octane...as long as it doesn't detonate and cause knock. That why some lower compression engines make more power than higher compression ones do.
It isn’t about the price of the fuel, it’s about the power (torque) lower octane fuel makes and the ability to take advantage of it.
Torque gets you moving...HP keeps you accelerating.