Many new coins are Scammer
My own test is if is not hacked after 1 years and big sites /wallet use it
To trust a new ICO is we need to find first the reason behind why they create the project. Then it is better to know as well the vision or goals of ICO. Once you able to identify the reasons and their goals, it is good to do background check of the developer or manager of the project. If it is make you satisfied the information you gain ,that will makes you trust and support the ICO.