Strategy backtests / READING GUIDE

CAGR and maximum drawdown: read the path behind the return

Two strategies turn 100 into 150. One falls to 95 along the way; the other falls to 60. They share an endpoint but not the experience of holding them. A single annualized return hides that difference.

01

CAGR is an equivalent growth rate

An invented balance grows from 100 to 144 over two years: total return is 44%, while CAGR is √1.44 − 1 = 20%. That calculation uses endpoints and elapsed time, not the path between them.

A first-year loss of 20% followed by an 80% gain also takes 100 through 80 to 144. Its CAGR is still 20%. CAGR does not mean a steady 20% return each year.

02

Drawdown starts from the preceding peak

A balance rises from 100 to 120 and then falls to 90. It is down 10% from inception, but the drawdown from its peak is 25%. Maximum drawdown is the deepest observed peak-to-subsequent-trough decline.

Bitcoin’s distance from its price high and a strategy’s equity drawdown concern different curves. Similar arithmetic does not make them the same risk record.

03

Recovery is asymmetric

A fall from 100 to 80 loses 20%, but recovering from 80 to 100 requires 25%. From 50, recovery to 100 requires 100%. The denominator changes, so equal percentages do not cancel.

Observed maximum drawdown is not a ceiling on future losses. End-of-day equity samples can also miss deeper intraday declines.

04

Short samples make annualization fragile

In an invented example, a 10% gain over 30 days annualizes to about 219% using 1.1^(365/30) − 1. The actual gain remains 10%; the larger figure assumes the short period can repeat.

For a sample shorter than a year, read the actual period, total return and number of trades together. A complete record across changing market conditions is a more useful comparison than a selected strong window.

05

Check costs and evidence before ranking results

Match the period, allocation and leverage before comparing fees, slippage, funding and valuation. Costs affect outcomes; a gross research result and a net backtest are not directly comparable.

Win rate also needs payoff sizes. In an invented sequence, nine gains of 1 and one loss of 12 give a 90% win rate and a total loss of 3 before costs. Missing trade statistics should remain missing rather than being inferred from a smooth curve.

Concept references and examples

Prices, amounts and scenarios are invented teaching examples, not historical market observations, backtest results or return promises. These references support the concepts; they do not identify the supplier of this site’s market series or imply endorsement.

Sources checked: 2026-10-03
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