Does high octane fuel increase engine power?

High octane fuel can increase engine power, but only in engines specifically designed to take advantage of it. Higher octane ratings allow for higher compression ratiOS and more aggressive ignition timing without knocking, which can enhance performance. However, using high octane fuel in an engine that doesn't require it typically won't result in any significant power increase. Thus, the benefits depend on the engine's design and tuning.