The Sortino ratio modifies the Sharpe ratio by penalizing only those returns that fall below a user-specified target, effectively measuring downside deviation instead of standard deviation. The Sharpe ratio uses standard deviation, whereas the Treynor ratio and Jensen measure (alpha) use beta (systematic risk).