My contest submission for #19 is beating all the top 10 leading funds in annual % returns, but my fund is ranked #306. LOL.
I understand completely that Quantopian doesn't care as much about returns as it does all the risk metrics etc, and adjusts scoring in such a way to reflect that, but if you knew what my fund holding it would be rather pathetic that no one is beating it. In fact, I'd never invest in any algorithm that couldn't beat that particular fund.
My trading strategies, over time, will generally show that there is no academic basis for what Quantopian is trying to accomplish. That is, a fund that can outperform the S&P 500 with lower risk. It is not possible and it can never happen (mathematically, philosophically, economically, etc).
Volatility and draw down are the price you pay for higher returns. Alternatively, you can leverage to the max with low, stable returns (i.e., borrowing millions of dollars to buy CDs that pay 1%...lol) but the leverage you are using carries the risk component, so the returns come at a high risk. A one day unanticipated bust up could send you to the cleaners and have you OWING more than you are worth. Further, you could even trade on inside information and "never be wrong" and make stable, high returns, but the day the FBI comes and puts you in cuffs, you realize that in fact those "risk free" returns did in fact carry a high degree of LEGAL risk.
I choose volatility. I choose draw downs. I choose RISK to get HIGHER RETURNS. That commitment to higher risk is the only valid way to achieve higher returns. Period. End of story. The difference between me and other wall street hedge fund charlatans is that I'm honest about the risk I'm taking and don't try to create cute metrics that don't accurately show risk, then sell them as being lower risk, higher return funds.