The Kelly criterion is the closed-form answer to a question every serious tournament poker player faces: how much of your bankroll should be in a single event? The answer maximises long-run geometric growth — the only growth rate that survives sequential, compounding bets — and it has a simple form: at small bet sizes, log-bankroll growth equals expected return minus half the variance, g = μ − ½σ².
Two things follow from that identity that most poker bankroll advice misses.
First: variance is a tax on growth, not just a source of drawdowns. A player with 20% nominal ROI but very high variance can grow their bankroll more slowly than a player with 12% ROI and modest variance, even though the first looks like a “better” player on paper. The arithmetic ROI is the wrong number to optimise; the certainty-equivalent growth rate is the right one. The Kelly framework forces you to look at both.
Second: in top-heavy MTT payout structures, the variance term σ² is enormous. A single tournament concentrates most of its expected value in the top 1–2% of finishes — a winner-takes-25% structure means your realised return is overwhelmingly determined by whether you make a deep run, not by how often you cash. This is why even a strong tournament player with a 15% true ROI cannot rationally play a single $1,000 event with a $30,000 bankroll. The Kelly fraction at that variance level says no.
The Kelly logic also tells you when to sell action. If a buyer offers markup above the threshold where the certainty-equivalent of a sold piece exceeds the certainty-equivalent of holding the piece yourself, you should sell. The threshold isn’t fixed — it depends on your bankroll, the event’s variance, and your confidence in your own ROI. But the structure is closed-form: there’s a sell-fraction that maximises long-run growth for any combination of those inputs, and selling above that fraction at fair markup makes you wealthier despite reducing arithmetic EV, because variance is reduced more than expected value.
The practical workflow:
- Estimate your true ROI with a real confidence range, not a point estimate.
- Get the realised payout structure for the event you’re considering.
- Compute the Kelly-optimal stake size and the optimal sell fraction at the markup the market will bear.
- If the Kelly-optimal stake exceeds your willingness to risk, either drop down or sell more.
This is what the MOTA tier of the platform does for any single tournament you’re about to register: enter buy-in, field size, ROI, ITM rate, and get the Kelly stake plus the optimal sell-percentage curve as a function of markup. The free variance simulator shows the underlying picture — what your bankroll trajectory actually looks like under the assumptions you put in.
Try it
Try the free variance simulator
The math from this page, applied to your real numbers.