The only times I've ever used higher octane gas is on older cars that noticeably struggle and "knock" if lower octane gas is used. It made a definite, noticeable difference in my 1985 Ford Tempo and a 1983 Dodge pickup, both over 10 years old at the time I drove them.
On a Prius, you don't need the higher octane.
On a Prius, you don't need the higher octane.