DEFINITION:
The Calmar ratio compares average annual return (CAGR) to maximum drawdown, measuring how much return you get for the worst-case loss risk. Essential for evaluating trading bots.
What Is the Calmar Ratio?
The Calmar ratio is a measure of risk-adjusted performance that compares the average annual compounded rate of return (CAGR) to the maximum drawdown of an investment or trading strategy. It was created by Terry W. Young in 1991 and was originally called the Drawdown Ratio.
The ratio is particularly useful for evaluating trading bots and hedge funds because it directly addresses the relationship between returns and the worst-case loss scenario.
Formula and Calculation
The Calmar ratio is calculated as follows:
Where:
- CAGR = Compound Annual Growth Rate
- Maximum Drawdown = The largest peak-to-trough decline (expressed as a positive number)
For example, if a strategy has a CAGR of 20% and experienced a maximum drawdown of 10%, the Calmar ratio would be 2.0.
What the Calmar Ratio Can Tell You
The Calmar ratio helps investors understand how much return they're getting for the maximum downside risk they're exposed to. A higher ratio indicates better risk-adjusted performance.
Interpreting the Calmar Ratio
| Calmar Ratio | Interpretation |
|---|---|
| Less than 1.0 | Poor - Returns don't justify the drawdown risk |
| 1.0 - 2.0 | Acceptable |
| 2.0 - 3.0 | Good |
| 3.0 - 5.0 | Very Good |
| Greater than 5.0 | Excellent |
A Calmar ratio of 3.0 or higher is generally considered good, indicating that the average annual return is at least three times the maximum drawdown.
Negative Calmar Ratio
A negative Calmar ratio occurs when the CAGR is negative, meaning the investment has lost money on average. This indicates poor performance regardless of the drawdown.
Why the Calmar Ratio Matters for Trading Bots
The Calmar ratio is especially relevant for evaluating algorithmic trading strategies because:
- Drawdown is intuitive: Maximum drawdown represents the worst loss an investor would have experienced
- Recovery matters: Large drawdowns require even larger gains to recover
- Sustainability: A low Calmar ratio may indicate unsustainable risk-taking
The Drawdown Recovery Problem
| Maximum Drawdown | Required Gain to Recover |
|---|---|
| 10% | 11.1% |
| 20% | 25% |
| 30% | 42.9% |
| 50% | 100% |
| 70% | 233% |
This asymmetry is why the Calmar ratio is so valuable—it penalizes strategies that take on excessive drawdown risk.
Calmar Ratio vs. Other Risk Metrics
| Metric | Risk Measure | Best For |
|---|---|---|
| Sharpe Ratio | Standard deviation | General volatility assessment |
| Sortino Ratio | Downside deviation | Downside-focused strategies |
| Calmar Ratio | Maximum drawdown | Worst-case scenario analysis |
| Treynor Ratio | Beta | Market-relative risk |
The Calmar ratio is unique in using maximum drawdown, which represents actual historical worst-case performance rather than a statistical measure of volatility.
Time Period Considerations
The standard Calmar ratio uses a 36-month (3-year) rolling period for both CAGR and maximum drawdown calculations. This provides a balance between:
- Stability: Enough data to be statistically meaningful
- Relevance: Recent enough to reflect current strategy behavior
However, different time periods can be used depending on the analysis context.
Limitations of the Calmar Ratio
- Historical dependence: Maximum drawdown is a single historical event that may not repeat
- Time sensitivity: Newer strategies may not have experienced their true maximum drawdown
- Doesn't capture frequency: A strategy with one large drawdown vs. many small ones may have the same ratio
- No forward guarantee: Past drawdowns don't predict future ones
Example
Consider two trading bots over a 3-year period:
Bot A:
- CAGR: 25%
- Maximum Drawdown: 20%
- Calmar Ratio =
Bot B:
- CAGR: 15%
- Maximum Drawdown: 5%
- Calmar Ratio =
Even though Bot A has higher absolute returns, Bot B has a much better Calmar ratio, indicating superior risk-adjusted performance. An investor in Bot B would have experienced much smaller losses during the worst period.
FAQs
What is a good Calmar ratio?
A Calmar ratio above 3.0 is generally considered good for most investment strategies. For trading bots and hedge funds, a ratio between 2.0 and 5.0 is typically acceptable, with higher being better.
How often should I recalculate the Calmar ratio?
The Calmar ratio should be recalculated regularly, typically monthly or quarterly, using rolling 36-month data. This helps track whether a strategy's risk-adjusted performance is improving or deteriorating.
Can the Calmar ratio be negative?
Yes, a negative Calmar ratio indicates that the strategy has a negative CAGR, meaning it has lost money on average. This is generally a red flag for any investment strategy.
Why is maximum drawdown used instead of average drawdown?
Maximum drawdown represents the worst-case scenario that an investor actually experienced. Using the maximum rather than average gives a more conservative and realistic picture of the risk involved.
Related Topics
Table of Contents
What Is the Calmar Ratio?
Formula and Calculation
What the Calmar Ratio Can Tell You
Why the Calmar Ratio Matters for Trading Bots
Calmar Ratio vs. Other Risk Metrics
Time Period Considerations
Limitations of the Calmar Ratio
Example
FAQs
Related Topics
About the Author
Marc van Duyn
Founder & CEOMarc is the Founder and CEO of Finterion. He is passionate about making algorithmic trading accessible to everyone.