Currently, January is the cheapest month in which you can book a flight from Cleveland to State College (average of $367). Flying from Cleveland to State College in March is currently the most expensive (average of $508). There are several factors that can impact the price of a flight, so comparing airlines, departure airports and flight times can provide users with more options.