Kelly Criterion

The mathematically optimal staking strategy that maximizes long-term growth while managing risk.

Optimal Bankroll Growth Through Scientific Staking

How Kelly Criterion Works

The Kelly Criterion is a formula developed by scientist John L. Kelly Jr. in 1956. It calculates the optimal percentage of your bankroll to wager on a bet based on your edge and the odds, maximizing long-term growth while minimizing risk of ruin.

The Formula:

Kelly % = (bp – q) / b

How Kelly Criterion Works

Step 1: Calculate Your Edge

First, we determine your edge – the difference between the true probability (from our AI) and the market probability (from bookmaker odds). This edge represents your statistical advantage on each bet.

Step 2: Apply the Kelly Formula

The Kelly formula takes your edge and the odds to calculate the optimal stake size as a percentage of your bankroll. Higher edge = larger stake. Better odds = larger stake. This balances aggression with risk management.

Step 3: Adjust for Risk Tolerance

Full Kelly can be aggressive. We offer Half Kelly (50% of full) and Quarter Kelly (25% of full) for more conservative approaches. These fractional Kelly strategies reduce volatility while still growing your bankroll optimally.

Step 4: Dynamic Bankroll Adjustment

As your bankroll grows or shrinks, Kelly stakes automatically adjust proportionally. Win streaks increase bet sizes, loss streaks decrease them – this natural risk management protects you from ruin while maximizing returns during hot streaks.

Kelly Criterion in Action

Bookmaker Odds

2.50

AI Win Probability

50%

Your Bankroll

$1,000

Calculation Steps:

1. Net odds (b): 2.50 – 1 = 1.50

2. Win probability (p): 0.50 (50%)

3. Lose probability (q): 1 – 0.50 = 0.50

4. Kelly %: (1.50 x 0.50 – 0.50) / 1.50 = 0.25 / 1.50 = 16.67%

Full Kelly

$167

16.67% of bankroll

Aggressive, optimal growth

Half Kelly

$83

8.33% of bankroll

Recommended, balanced approach

Quarter Kelly

$42

4.17% of bankroll

Conservative, minimal volatility

Why Kelly Criterion is Superior

Maximizes Long-Term Growth

Mathematically proven to achieve the highest long-term growth rate possible. No other staking strategy can outperform Kelly over time.

Prevents Bankruptcy

Kelly never risks your entire bankroll. It naturally reduces bet sizes during losing streaks, protecting you from ruin while allowing recovery.

Adapts to Your Edge

Larger edge = bigger bets. Smaller edge = smaller bets. Kelly automatically calibrates your stake to match the strength of each opportunity.

Removes Emotion

No guesswork or gut feelings. Kelly provides an objective, mathematical stake size for every bet, eliminating emotional decision-making.

Kelly vs. Other Staking Methods

Method

Growth Rate

Risk

Adaptability

Kelly Criterion

Optimal ✓

Managed ✓

Dynamic ✓

Flat Staking

Slow

Low

None

Percentage (Fixed %)

Moderate

Medium

Partial

Martingale

Negative

Very High ✗

None

Intuition/Gut Feel

Inconsistent

Unpredictable ✗

Emotional ✗

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