Trading Variance Simulator MONTE CARLO

Ready
Spin a trade or run a sequence to begin.
Trades run: 0 · Total trades: 0
Net return
+0.00R
Realized win
0.0%
Max risk peak
0.00R
Max drawdown
0.00R
Longest win streak
0
Longest loss streak
0

100x Monte Carlo

100 sessions, up to 100 trades each, using the settings on the right.
Survived 100
-
Survived at a loss
-
Account ruin
-
Avg net return
-
Avg trades
-
Survived 100 trades Account ruin (blowout floor)

Losses are capped at the floor, so real gap losses can be worse than shown.

How to read the simulator

Most traders judge a strategy by its expected value: a 60% win rate with 1.5R winners looks profitable on paper. Expected value says nothing about the order of trades. Two traders with the same edge can see very different equity curves, and the difference comes down to streaks.

The interleaved mode spreads wins and losses out, so streaks stay short. The clustered mode groups them, which is closer to how markets often behave when a regime persists. Compare the two at the same win rate to see how much sequencing alone changes the path.

The blue line is equity in R, where 1R is one unit of risk per trade. The pink bars show position size. Martingale scaling makes them spike after losses. The red dashed line is the blowout floor, and the green dashed line is the profit target.

Why sizing up after losses is dangerous

Increasing size after a loss to recover quickly makes each losing streak more expensive. With a few losses in a row, the next trade can be several times base risk, so an ordinary streak can end the account. Run the same win rate with martingale on and off, in clustered mode, and compare the red paths in the Monte Carlo chart.

Fixed versus trailing drawdown

A fixed floor stays a set distance below starting equity. A trailing floor follows your high-water mark, so every new peak raises the floor. Trailing rules leave less room after a good run, and many aggressive sessions breach them during normal variance.

Using the Monte Carlo result

One session shows one path. The 100-session overlay shows the distribution: what share of sessions survive, what share are ruined, and what the average net return looks like. Use it to test whether your sizing rules and drawdown limit fit the variance your strategy produces.

Frequently asked questions

What is trading variance?

Trading variance is the spread of possible outcomes around a strategy's expected value. A strategy with positive expectancy can still produce long losing streaks and deep drawdowns over short samples.

How does the Monte Carlo overlay work?

It runs 100 independent sessions of up to 100 trades using your win rate, risk-to-reward ratio and sizing rules, then plots every equity path. Red paths breach the blowout floor, and blue paths survive all 100 trades without breaching it. The chart and averages ignore the profit target.

What is the difference between a fixed and a trailing drawdown?

A fixed floor sits a set distance below starting equity. A trailing floor moves up with your equity high-water mark, so it tightens as the account grows.

Why does martingale sizing destroy accounts?

Increasing size after each loss makes a losing streak far more expensive. A few losses in a row can put the next trade at many times base risk, so one normal streak can breach the account limit.