Performance

Sharpe ratio (Reward-to-variability ratio)

The Sharpe ratio relates the average return above the risk-free rate to its volatility. It thus shows how much excess return was earned per unit of volatility. The value is usually annualized.

Calculation and mechanics

In the classic Sharpe ratio of William F. Sharpe the risk-free rate is first subtracted from the return. This excess return is divided by the standard deviation of the returns. With daily returns the metric is usually annualized with the square root of about 252 trading days. This requires a return observation for every trading day, days without a change in value enter with 0%.

Put simply, a Sharpe ratio of 1 means the annualized excess return is about as large as the annualized volatility. Over short periods the value can fluctuate strongly because few observations have a strong influence on the mean and the standard deviation.

The standard deviation treats positive and negative swings alike. The Sharpe ratio can also underestimate risks that occur only rarely. For strategies with many small gains and single large losses, such as certain option strategies, it can come out comparatively high over long calm phases although a considerable risk of loss exists.

Sharpe ratio = (avg return - risk-free rate) / standard deviation of returns x sqrt(252)

Distinction

The Sortino ratio only takes negative deviations below a defined threshold into account in the denominator. The Calmar ratio instead relates the annual return to the Max drawdown.

A classic Sharpe ratio is based on periodic returns relative to a portfolio or capital base. Derived from the realized results of a trading journal instead, it measures a different quantity. Such values are mainly suited for comparisons within the same evaluation and are not directly comparable with the Sharpe ratio of a fund or a benchmark.

Sources

Related terms

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