I remember reading this book pointing out that the big hedge funds that would repeatedly beating markets in the past ended up failing hard in recent years. That really nothing beats index funds.
Some people will point to Warren Buffet, but he is not really a "normal" investor. Buffet only invests in a company after he talks directly to management and does a lot of analysis that is not available to normal investors. I consider him to be a legal insider trader.