Two traders run the same system: 52% hit rate, 1.5:1 ratio. The first risks 1% per trade and is still trading five years later. The second risks 8% "because the system works" — and goes broke in month four, with the system still working. The difference between the two wasn't the edge: it was the risk of ruin.
It's the probability that your account falls to a point you can't (or aren't allowed to) come back from, before your statistical advantage has time to show up. That point doesn't have to be zero:
The central point is uncomfortable but mathematical: you can have a winning system and still have a high probability of going broke, if your position size isn't consistent with your system's variance.
The Kelly criterion calculates the fraction of capital that maximizes long-term growth:
f* = W − (1 − W) / R W = win rate (e.g. 0.55) R = average win / average loss (e.g. 1.4) f* = 0.55 − 0.45 / 1.4 = 0.229 → 22.9% of capital
Risk 22.9% per trade? Never. Full Kelly assumes you know your exact win rate (you don't: you estimated it from a sample), and it tolerates 50%+ drawdowns that no human trades through with discipline. That's why the standard practice is half Kelly or quarter Kelly: you capture most of the growth with a fraction of the pain. In the example: between 5.7% and 11.4%... which for a prop firm with a trailing drawdown is still extremely high — there, the firm's rules are in charge, not Kelly.
The most useful reading of Kelly is the inverse one: if Kelly comes out negative, you don't have an edge — no position size fixes a losing system. And if you're risking more than your system's full Kelly, you're mathematically doomed to ruin even if the system wins.
Closed-form risk-of-ruin formulas assume fixed-size trades and binary outcomes. Your real trading isn't like that: it has $80 wins and $600 wins, mixed losses, concentrated days. For real data the honest method is Monte Carlo:
We explain the full method in the Monte Carlo simulation guide.
PromptDesk Pro imports your NinjaTrader history and gives you both pieces together: the Monte Carlo validator (with probability of ruin against the threshold you define) and the Kelly calculator with your real numbers — what full, half and quarter Kelly are for your system. Everything is calculated in your browser: your data never leaves your device.
Calculate my risk of ruin →In one sentence: your edge decides whether you can win; your risk of ruin decides whether you'll be alive to see it.
This content is educational and does not constitute financial advice. The calculations described estimate probabilities from past data and do not guarantee future results. Trading involves risk of loss.