Currently, April is the cheapest month in which you can book a flight from Indianapolis to Moline (average of $327). Flying from Indianapolis to Moline in June is currently the most expensive (average of $432). 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.