In my own experiences. I do invest on ICOs that is a million coin supply because their coin price values will be higher than billion coin supply.
But the most important in order not to get scammed is to only buy coins in crypto exchanges because most of the time exchange prices are cheaper than on ICOs.
smart investors are now buying their favorite altcoins and ICOs on coin exchanges and invest less only through ICOs.