Kelly Criterion Calculator
Optimize your bet sizing for maximum long-term growth and risk management
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⚠️ Risk Warning: The Kelly Criterion is for educational purposes. Never risk more than you can afford to lose. Consider using fractional Kelly for lower risk.
Calculation Results
Based on the Kelly Criterion formula
Optimal Kelly Fraction (f*)
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Percentage of bankroll to wager
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Amount to Bet
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Based on your bankroll
Expected Value per Bet
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Average return per wager
Expected Growth Rate
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Geometric mean growth per bet
Probability of Ruin (Approx.)
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Risk of losing entire bankroll
The Kelly Criterion represents one of the most powerful yet misunderstood concepts in probability theory and bankroll management. Whether you’re a sports bettor, stock trader, poker player, or any decision-maker dealing with probabilistic outcomes, understanding how to properly size your positions can mean the difference between long-term growth and catastrophic ruin. Our free Kelly Criterion Calculator takes the complex mathematics behind this formula and transforms it into actionable insights that anyone can apply immediately.
What is the Kelly Criterion?
Developed by John Kelly at Bell Labs in 1956, the Kelly Criterion is a mathematical formula that determines the optimal size of a series of bets or investments. Unlike simplistic flat-betting strategies that wager the same amount regardless of edge, the Kelly Criterion adapts dynamically based on two critical factors: your probability of winning and the odds offered.
The core principle is elegantly simple: bet more when you have a larger edge, bet less when your edge is smaller, and don’t bet at all when you have no edge. This approach maximizes the exponential growth rate of your bankroll over time while minimizing the risk of ruin.
The formula itself, f* = (bp – q) / b, might look intimidating, but it breaks down into intuitive components. “p” represents your probability of winning, “b” is the net odds received (how much you win per dollar wagered), and “q” is simply 1-p, your probability of losing. The result, f*, tells you what fraction of your current bankroll to allocate.
What makes the Kelly Criterion revolutionary is that it’s not just about maximizing profits—it’s about optimizing the balance between growth and survival. Many aggressive strategies can generate spectacular short-term returns but inevitably lead to ruin. Conversely, overly conservative approaches preserve capital but grow too slowly to be meaningful. Kelly finds the mathematically optimal middle ground.
Why Bankroll Management Matters
Most people focus exclusively on picking winners, spending countless hours analyzing statistics, trends, and probabilities. While finding positive expected value opportunities is essential, it’s only half the equation. Without proper position sizing, even the most skilled predictor will eventually go broke due to variance and bad luck.
Consider two bettors with identical skills: both can identify bets with a 55% win probability at even money. One bets a flat 5% of their bankroll each time. The other uses the Kelly Criterion, betting 10% when the edge is large and 2% when it’s smaller. Over 1,000 bets, the Kelly bettor will have grown their bankroll exponentially larger while experiencing less volatility and a lower risk of ruin.
This is why the Kelly Criterion has been adopted by some of the world’s most successful investors. Warren Buffett, Bill Gross, and James Simons have all reportedly used Kelly-like principles to size their positions. In the world of sports betting, professional syndicates use it religiously. Poker legends like Chip Reese and Doyle Brunson have credited bankroll management as the key to their longevity.
The difference between success and failure often isn’t your win rate—it’s your ability to stay in the game long enough for your edge to manifest. The Kelly Criterion ensures you survive the inevitable losing streaks that variance throws your way.
How to Use the Kelly Criterion Calculator
Our calculator eliminates the need for manual calculations while providing visual feedback and advanced features that deepen your understanding. Here’s a step-by-step guide:
Step 1: Input Your Probability of Win
This is your estimated probability that the bet will win, expressed as a percentage. For example, if you’re betting on a team you believe has a 55% chance of winning, enter “55”. The more accurate your probability estimates, the better the Kelly formula performs. This is where your research, statistical models, or expertise come into play.
Step 2: Enter the Win/Loss Ratio
This represents the odds you’re receiving. If a bet pays 3-to-1, meaning you win $3 for every $1 wagered, enter “3”. For even money bets (1-to-1), enter “1”. For sports betting odds, convert them to this format: decimal odds of 2.50 become 1.50 (since you subtract your stake).
Step 3: (Optional) Input Your Current Bankroll
Enter your total available capital for this betting or investment strategy. This allows the calculator to show you the exact dollar amount to wager rather than just a percentage. If you leave this blank, you’ll see percentages only.
Step 4: Adjust Advanced Options
Click “Advanced Options” to access additional features. The Kelly Fraction lets you use “Fractional Kelly,” a more conservative approach where you only bet a portion (e.g., 50%) of what the full formula recommends. This is highly recommended for risk-averse users or those still refining their probability estimates. The Expected Number of Bets field lets you simulate bankroll growth over time.
Step 5: Click Calculate
Hit the blue button and instantly see your optimal bet size, expected growth rate, risk level, and a visual simulation of your potential bankroll growth over time.
Understanding Your Results
The calculator provides five key outputs, each with clear explanations:
Optimal Kelly Fraction (f)* – This is the percentage of your bankroll the Kelly Criterion recommends betting. Values above 0 indicate a positive edge worth betting. Values at or below 0 mean you should not bet—either you have no edge or the odds are unfavorable.
Amount to Bet – The actual dollar amount based on your bankroll. This updates automatically if you adjust your total capital.
Expected Value per Bet – The average return you can expect per unit wagered. Positive values indicate profitable opportunities. Negative values suggest you’re betting into unfavorable odds.
Expected Growth Rate – This crucial metric shows the geometric mean growth rate per bet. Even with a positive expected value, if the Kelly fraction is too large, the growth rate can become negative due to excessive volatility. This helps you understand why betting too big is as dangerous as betting too small.
Probability of Ruin – While not a precise calculation, this provides a qualitative assessment of risk. “Low” typically means less than 5% chance of significant drawdown, “Medium” means 5-20%, and “High” means greater than 20%. This is based on the Kelly fraction size and assumes reasonable bet sizing.
The visual risk indicator bar gives you instant feedback: green for conservative, yellow for moderate, and red for aggressive betting that may be too risky for your comfort level.
When to Use Fractional Kelly
The full Kelly Criterion is mathematically optimal for maximizing long-term growth, but it can be psychologically and practically challenging. The bet sizes it recommends may feel uncomfortably large, leading to emotional decision-making during inevitable losing streaks. This is why many professionals use “Fractional Kelly,” typically betting 25% to 50% of the recommended amount.
Our calculator makes this easy with the Kelly Fraction field. If you’re new to the Kelly Criterion, consider starting with 0.25 or 0.50. This provides several benefits:
First, it smooths your equity curve, reducing volatility and making the strategy easier to stick with psychologically. Second, it provides a buffer against estimation errors. If your probability estimates are slightly off, betting less than full Kelly protects you from overbetting. Third, it allows for correlated bets. If you’re making multiple simultaneous wagers, betting full Kelly on each would overexpose your bankroll. Using fractional Kelly across multiple positions maintains proper risk control.
As you gain confidence in your edge calculations and become more comfortable with the strategy, you can gradually increase your Kelly Fraction toward 1.0.
Real-World Examples
Sports Betting Example: You find a football game where you estimate the true probability of Team A winning is 55%, but the moneyline odds are +110 (decimal 2.10). The win/loss ratio is 1.10. Plugging into the calculator: p=55, b=1.10. The Kelly fraction is 5.5%, meaning you should bet 5.5% of your bankroll. If your bankroll is $10,000, that’s a $550 bet.
Stock Trading Example: You’re considering a position with a 60% chance of a 40% gain and a 40% chance of a 20% loss. The average win is 1.40 and loss is 0.80, making the win/loss ratio 1.75. With p=60, b=1.75, Kelly suggests betting 28% of your trading capital on this opportunity.
Poker Tournament Example: You’re playing a tournament with a 10% entry fee relative to the prize pool (like a $100+$10 tournament). You estimate your ROI is 30%, meaning for every $110 you invest, you expect to get back $143. This creates a win/loss ratio of 1.30. With a 55% cash rate (p=55), Kelly suggests investing 13.6% of your tournament bankroll in this event.
Common Misconceptions
The Kelly Criterion is often misunderstood, leading to dangerous misapplication. Let’s clear up the most common myths:
“Kelly guarantees profits.” False. Kelly only works when you have a genuine edge. If your probability estimates are wrong or the odds are fair, Kelly will correctly tell you not to bet, or may even worsen your losses.
“Bigger bets mean bigger profits.” False. Betting more than Kelly recommends actually decreases long-term growth due to increased volatility. At twice the Kelly fraction, your growth rate drops to zero, turning what should be a winning strategy into a break-even one.
“Kelly is only for gamblers.” False. The principles apply to any probabilistic decision-making, including investing, business decisions, and even career choices. Any situation with uncertain outcomes and variable payoffs can benefit from Kelly sizing.
“You need perfect probabilities.” While accurate probabilities improve performance, Kelly is robust. Using conservative estimates or fractional Kelly can protect against uncertainty. The key is being directionally correct about having an edge.
Limitations and Considerations
The Kelly Criterion makes several assumptions that may not hold in real-world scenarios. It assumes you can accurately estimate probabilities, which is easier in some domains (coin flips) than others (complex financial markets). It assumes independent, sequential bets, but many opportunities are correlated. It doesn’t account for the utility of money—losing your last dollar hurts more than gaining an extra dollar helps.
The formula also becomes more complex with multiple simultaneous bets. If you’re making several bets at once, betting full Kelly on each would overexpose your bankroll. In these cases, use a fractional Kelly approach or more sophisticated portfolio Kelly methods.
Taxes, transaction costs, and the inability to bet fractional amounts can also affect real-world implementation. The calculator provides a theoretical optimum; you must adjust for practical constraints.
Advantages Over Fixed Strategies
Compared to flat betting, Martingale, or other staking plans, the Kelly Criterion offers mathematically proven superiority. Flat betting doesn’t scale your wagers with your edge, leaving money on the table during favorable situations. Martingale and other progressive systems guarantee eventual ruin by exponentially increasing bet sizes during losing streaks.
Kelly adapts intelligently. It bets more when you have a larger edge and less when the edge shrinks. It grows your bankroll exponentially rather than linearly. Most importantly, it minimizes the risk of ruin while maximizing long-term growth.
Frequently Asked Questions
Q: What if the calculator shows a negative Kelly fraction? A: A negative result means the formula suggests you have no edge or the odds are unfavorable. You should not place this bet. The calculator is telling you that, based on your inputs, this would be a losing proposition long-term.
Q: Can Kelly be used for casino games? A: Generally no. Casino games have fixed, known probabilities that favor the house. You cannot gain an edge without card counting (blackjack) or advantage play techniques. Kelly is for situations where you can identify and exploit pricing inefficiencies.
Q: How do I estimate my win probability accurately? A: This depends entirely on your domain. Sports bettors use statistical models, power ratings, and injury analysis. Traders use fundamental and technical analysis. Poker players use hand equity calculations. The key is tracking your predictions against actual outcomes to calibrate your accuracy.
Q: Should I always bet the full Kelly amount? A: Most professionals recommend fractional Kelly, typically 25-50% of the full amount. This reduces volatility while sacrificing minimal expected growth. Start conservative and increase as you gain confidence in your edge calculations.
Q: How often should I recalculate? A: Recalculate whenever your bankroll changes significantly (±20%) or when the odds change. Your edge may also change based on new information. In fast-moving markets, this could be daily. In slower scenarios, weekly or monthly recalculation may suffice.
Q: Can I use Kelly for multiple simultaneous bets? A: Yes, but with caution. Simply betting full Kelly on each would overexpose your bankroll if the bets are correlated. Either use a fractional Kelly approach (e.g., 0.25x on each) or learn about “portfolio Kelly” methods that account for correlation.
Q: What bankroll size is appropriate to start? A: Only use capital you can afford to lose completely. Kelly is aggressive enough that drawdowns of 30-50% can occur even with proper implementation. Never risk money needed for living expenses, and consider starting with a smaller “learning bankroll” while you refine your probability estimation skills.
Q: How does Kelly compare to the “2% rule” in trading? A: The 2% rule is a simplistic risk management heuristic that bets 2% regardless of edge. Kelly is superior because it adapts to opportunity size. A trade with a small edge might warrant 0.5%, while a high-conviction trade with a large edge might justify 5%. Kelly is dynamic; fixed rules are static.
Q: What if I’m on a losing streak? A: Kelly automatically adjusts. As your bankroll decreases, the absolute dollar amount of each bet decreases proportionally. This built-in mechanism protects you from ruin. However, if you suspect your edge has disappeared, stop betting entirely until you’ve recalibrated.
Q: Can Kelly be applied to business decisions? A: Absolutely. Venture capitalists use Kelly-like thinking when allocating capital across startups. Companies use it when deciding how much to invest in new projects. The key is framing the decision with probabilities and payoffs, which is often challenging but valuable.
Conclusion
The Kelly Criterion Calculator transforms a Nobel-worthy mathematical concept into a practical tool for real-world decision-making. By optimizing your position sizes based on your actual edge rather than arbitrary rules, you position yourself for sustainable, exponential growth while protecting against the variance that crushes most participants.
Remember that the calculator is only as good as your inputs. Garbage in, garbage out. Your probability estimates must be directionally correct. When in doubt, be conservative. Use fractional Kelly, validate your edge through meticulous record-keeping, and never bet money you cannot afford to lose.
Bankroll management separates amateurs from professionals. While others focus solely on picking winners, you’ll be optimizing the entire process from selection to sizing. That’s the true path to long-term success in any probabilistic endeavor.
Start using the Kelly Criterion Calculator today and take the first step toward mathematically optimal decision-making. Your future bankroll will thank you.