BTC Dip Buyer
BTC/USDT on Binance
- Entry
- Buy when BTC falls 5% within 24 hours
- Size
- $50 per buy, maximum 2 buys open
- Exit
- Sell at +4% from buy price
- Stop-loss
- Sell at -6% from buy price
- Daily loss limit
- $25, then the agent pauses until tomorrow
Drawdown and max drawdown explained with simple examples: how to calculate them, why they matter, and how to limit drawdown in a crypto strategy.
Short answer
Drawdown is how far an account falls from its highest value before it recovers, written as a percentage. Max drawdown is the largest such fall. If an account grows to $10,000 and then falls to $8,000, that is a 20% drawdown. It shows the pain a strategy puts you through, which matters as much as where it ends.
Drawdown is how far an account, or a strategy, falls from its highest point before it recovers. It is written as a percentage of that high.
If an account grows from $10,000 to $12,000 and then falls to $9,600, the drawdown is 20%: the account is $2,400 below its $12,000 high, and $2,400 is 20% of $12,000. Note that the account is still only 4% below where it started. Drawdown measures the fall from the peak, not from the start.
Max drawdown is the largest drawdown over a period. It is the single number that best describes how painful a strategy was to hold.
Two strategies can end a year at the same place and feel completely different along the way. One rises steadily. The other falls 40%, then recovers. On paper they are equal. In practice, most people would abandon the second one near the bottom, locking in the 40% loss.
Drawdown tells you three things the final result hides:
A short example with daily values of $10,000, $10,500, $10,200, $9,450, $9,900 and $11,000:
Losses and gains are not symmetric. The deeper the fall, the larger the gain needed to get back:
This is why limiting drawdown is often more important than chasing a slightly higher result. Avoiding a deep fall saves you the climb back.
Crypto prices swing far more than most traditional markets. Holding a major coin has historically meant living through deep drawdowns, sometimes well over half the value, during bear markets. A strategy that merely matches holding inherits those falls.
That is why the useful comparison for any crypto strategy is not just "did it end higher than holding?" but "how deep was its worst drop compared with holding?" A strategy that ends slightly behind holding with half the drawdown may be the better one to actually live with.
Volatility measures how much a price swings in both directions. Drawdown measures only the falls from a high, and how deep they get. A coin can be very volatile but recover quickly, with shallow drawdowns, or move slowly but grind down for months into a deep one. For deciding whether you could live with a strategy, drawdown is usually the more useful number, because it describes the losses you would actually sit through.
The illustrative BTC Dip Buyer backtest over 90 days shows the strategy ending 6.8% higher after fees, with a worst drop of 4.9%. Holding BTC over the same 90 days ends 3.1% higher, with a worst drop of 10.7%.
Read together: the rules gave a smaller worst drop than holding in this one period, largely because the stop-loss and the 2-buy limit kept the strategy out of the deepest part of the fall. A different period could tell a different story, which is why you would test several. This is an illustrative example, not a real result.
Track the highest value the account has reached so far. At each point, measure how far the current value is below that high, as a percentage. The largest of those falls over the period is the max drawdown.
There is no universal number. A good drawdown is one you could sit through without abandoning the strategy, and one that is reasonable next to simply holding the coin over the same period.
Not quite. A loss is realised when you sell. Drawdown measures how far the account value fell from its peak, whether or not any position was sold, so it includes losses you are still sitting on.
Because the gain is measured from the lower value. $10,000 falling 50% leaves $5,000, and $5,000 must double to get back to $10,000.
Use a stop-loss on every position, cap how much the strategy may hold at once, set a daily loss limit, and size each trade so one loss stays small.
Every backtest shows the worst drop at the same size as the result, never in small print, next to the worst drop from simply holding the coin.
Put this guide to work with the BTC Dip Buyer strategy. It starts on paper, with virtual money.
BTC/USDT on Binance