> It is true that the stock market out performs other kind of investments but this is only true if you are not investing in let's say 2-3 companies but rather in an index or something similar.

It depends on what those 2-3 companies are. An index is certainly safer, but if you are good at determining growth prospects then you should absolutely be picking your own stocks.