It is not always that cheap coins give profit. At times, you will run at a loss if the price falls drastically. It is better you buy coins that are not very cheap, but have a potential of increasing and you can make profit from it.
It is best to buy coins that have a working product which people use. Otherwise, whatever the project would be if it does not have users, then your investment will not bring profit