● MLB BETTING GUIDE · BY MARCDUCK

Kelly Criterion Calculator

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Calculate the optimal stake for a single bet given your win probability, the American odds, and your bankroll. Full Kelly maximizes long-run growth; fractional Kelly (1/4, 1/8) reduces variance.

Kelly Criterion Calculator

Compute the mathematically optimal stake for a single bet given your win probability estimate, the offered odds, and your bankroll. Full Kelly maximizes long-run growth at the cost of variance. Fractional Kelly (1/2, 1/4, 1/8) cuts variance sharply but gives up growth: under the standard approximation, 1/2 Kelly keeps about 75% of full Kelly's growth rate, 1/4 about 44%, and 1/8 about 23%.

Full Kelly
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1/2 Kelly
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1/4 Kelly
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1/8 Kelly
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Formula: f* = (prob × b - q) / b, where b = decimal odds - 1, q = 1 - prob. Professional bettors commonly bet a fraction of full Kelly; recreational bettors should use 1/8 Kelly or smaller.

How Kelly Works

The Kelly Criterion answers: "I have edge on this bet; how much of my bankroll should I stake to maximize long-run growth?" The answer balances two pressures, bet more to compound faster vs. bet less to survive variance. Kelly gives the optimal balance for known probability + odds.

The Formula

f* = (p × b - q) / b

Convert American to decimal: positive odds → 1 + (odds/100); negative odds → 1 + (100/abs(odds)). Example: -110 → 1.909, +120 → 2.20.

Why Fractional Kelly

Full Kelly maximizes growth ONLY if your probability estimate is exactly right. In real betting, estimates have error. Full Kelly with a slightly-overestimated probability leads to ruin. Fractional Kelly (1/4 or 1/8) reduces stake to the level where small probability errors do not compound to bankroll death. Professional bettors commonly bet a fraction of full Kelly. Recreational bettors should use 1/8 Kelly.

Worked Example: 55% on -110

p = 0.55, decimal = 1.909, b = 0.909, q = 0.45.

f* = (0.55 × 0.909 - 0.45) / 0.909 = 0.0500 / 0.909 = 5.5% (full Kelly)

1/4 Kelly = 1.4% of bankroll. On a $1,000 bankroll, stake $14 per pick at this confidence + price.

What Are the Steps?

  1. Enter your win probability. Use the probability your model or judgment assigns to the bet winning, as a percentage. For example, 55 means 55% confidence.
  2. Enter the American odds. Enter the price for the side you want to bet. Negative for favorites (-150), positive for underdogs (+135). The calculator converts to decimal odds internally.
  3. Enter your bankroll. Total bankroll allocated to MLB betting. Not your total savings; the discretionary amount you have set aside for this hobby/edge play.
  4. Read the four Kelly fractions. Full Kelly is the math-optimal stake assuming perfect probability calibration. 1/2, 1/4, 1/8 progressively reduce variance. Professional bettors commonly bet a fraction of full Kelly; recreational bettors should use 1/8 Kelly.
  5. Apply consistently across all picks. Use the same fraction across every pick. Switching fractions based on confidence introduces emotion. The bet sizing decision is in the input probability, not in changing the Kelly fraction.

Frequently Asked Questions

What is the Kelly Criterion?

The Kelly Criterion is a formula for the mathematically optimal stake size given a known win probability and odds. Formula: f* = (p × b - q) / b, where p is win probability, q is 1-p, and b is decimal odds minus 1. Full Kelly maximizes long-run bankroll growth.

What is fractional Kelly and why use it?

Fractional Kelly is full Kelly divided by 2, 4, or 8. It reduces stake to protect against errors in probability estimation. Full Kelly assumes perfect calibration; real estimates have noise. Professional bettors commonly bet a fraction of full Kelly; 1/8 Kelly is a safer choice for recreational bettors.

How do I convert American odds to decimal for Kelly?

Negative American (favorites): decimal = 1 + (100 / abs(odds)). Example: -150 → 1.667. Positive American (underdogs): decimal = 1 + (odds / 100). Example: +135 → 2.35.

What does negative Kelly mean?

Negative Kelly means the bet has no edge or is -EV at the given probability and odds. Do not bet. If you keep getting negative Kelly across multiple picks, your probability estimates are below market, your edge is gone, or the price changed against you.

How does Bookie Bullies use Kelly?

Every recommended MLB moneyline pick displays a 1/8-Kelly unit recommendation (1u = 1% of bankroll, capped at 5u) based on the model's calibrated win probability and the published price; the stake also trims the probability for model uncertainty. First-inning reads and NFL picks carry no stake. The displayed stake is bankroll-agnostic; apply it to your own bankroll. See the methodology page for full sizing detail.

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