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The Monte Carlo simulator reshuffles trades to show the spread of drawdowns, not just the one that happened.
What is included
- What it is, in plain words
- The formula or mechanism, with exact arithmetic
- How it hits grid, martingale and DCA bots
- A check you can run before you switch a bot on
Who it is for
- People who run or plan to run a trading bot
- Anyone reading a backtest or a bot sales page
- Readers who want the numbers, not the pitch
- Not advice, and not a signal service
Key facts
- Max drawdown is the largest percentage fall from a running peak to a later low. A balance can have many drawdowns. The maximum is the deepest one.
- In the made-up balance below the peak is $11,200 and the later low is $9,600, so max drawdown is 14.3 percent and the gain needed to recover is 16.7 percent (calculated by us on 28 Oct 2026, exact).
- Max drawdown can only stay the same or rise as more data is added. A bot with a short record has not yet shown its worst.
- It says how deep, not how long, and not how often. A shallow fall that lasts two years can hurt more than a deep fall that recovers in a week.
- A backtest max drawdown is a floor for what to expect, not a ceiling. Real trading usually meets a deeper one.
How max drawdown is measured
Walk through the balance in order. Keep a running high, the peak so far. At each step the drawdown is how far the balance sits below that peak, as a percent of the peak. Max drawdown is the largest of those values.
Max drawdown = the largest drawdown at any step
Recovery needed = 1 / (1 - max drawdown) - 1
Take the made-up balances in the picture, thirteen points from $10,000. The running peak reaches $11,200 at point 7. The balance then falls to $9,600 at point 9. The fall is $1,600, which is 14.3 percent of the peak. To get back to the peak from the low, the balance needs to rise $1,600 on $9,600, which is 16.7 percent. A fall is always smaller than the climb back. The guide on drawdown has the full table, and the drawdown calculator does it for your numbers.
The first fall in the example, from $10,900 to $9,800, is 10.1 percent. It is smaller than the one that came later, so it is a drawdown but not the max one.
Why a longer record shows a deeper max drawdown
Each added trade can only add to the list of falls. The measure never improves, so it never goes down. That has a practical meaning. Two bots can have the same real risk and different reported max drawdowns just because one has traded for a year and the other for a month. A shorter record is not safer. It is less tested. When you compare, compare records of the same length and market conditions.
How a bot meets it
- Averaging and ladders. A martingale or grid bot can post a very small max drawdown for a long time and then one very large one. A backtest that has not met a strong trend shows the small figure.
- Open losses. A max drawdown computed from closed trades hides open losses. Measure on equity, including the open trades, or the number is too kind.
- Challenge limits. A loss limit in a prop firm test is a max drawdown the account must not touch. See prop firm drawdown rules.
- Overfitting. A tuned backtest often shows a low max drawdown because the settings were chosen for it. See overfitting.
Percent or money
Quote max drawdown as a percent of the peak, since a fall of $1,600 means one thing on a $10,000 account and another on $100,000. But keep the money figure in view too. A bot that sizes in fixed lots has a drawdown in dollars that stays the same while the account grows, so its percent figure shrinks as the balance rises, and the same bot on a smaller account would show a deeper one. The percent depends on the size you chose as much as on the strategy. Compare bots at the same risk per trade, or scale them to it first, using the position size calculator.
How to use it honestly
Look at max drawdown together with the number of trades and the length of the record. Ask whether you could stay with the bot through a fall of that depth, and through one about half as deep again, because the next one can be worse. Then check how long the longest fall lasted. For the spread of outcomes you could meet, run the Monte Carlo simulator, which reshuffles the trades to show deeper falls than the one history happened to give.
What it does not tell you
It does not tell you the chance of a deeper fall, how fast the balance recovered, or whether the strategy will work from here. It describes the past of one path.
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FAQ
Frequently Asked Questions
What is max drawdown?
The largest percentage fall from a running peak to a later low in a record of balances. It is the deepest of all the drawdowns.
How do I calculate max drawdown?
Walk through the balances in order, keep the highest balance so far, and at each step take how far below it the balance sits as a percent of that peak. The largest value is the max drawdown.
Why does max drawdown only get bigger over time?
Each new trade can add a new fall but cannot remove an old one. A longer record gives more chances for a deep fall, so the measure can only stay the same or rise.
Is a low max drawdown a sign of a safe bot?
Not by itself. A short record, a tuned backtest or a ladder strategy that has not yet met a bad market can all show a low figure and then a much larger one.
What is the difference between max drawdown and drawdown?
A drawdown is any fall from a peak. Max drawdown is the largest one in the record. The guide on drawdown also covers length and recovery.
Are the numbers on this page real?
Example numbers are made up to show how the maths works, and the page says so. A figure only counts as exact when the page says it was calculated on a stated date. Nothing you enter in a calculator leaves your browser.
Can I use this to decide whether to run a bot?
It can show whether a bot's numbers hold together and how much an account can lose. It cannot say what the market will do, and it is not advice. Use it to ask better questions, then read the terms of your own broker or exchange.
Is this financial advice?
No. It is general education about a measure. The numbers are made up and your records will differ.
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