Strategy · Math

Kelly Criterion - The Math That Maximises Long-Term Growth

Lerato Khumalo ·Betting Strategy Lead ·11 min read ·Updated 12 January 2026

In 1956, Bell Labs scientist John Kelly Jr. published a formula that solved the question every gambler and investor secretly asks: given a known edge, how much should I risk per bet to grow my bankroll fastest without going broke? The answer became the Kelly Criterion. Buffett uses it. Sharp bettors use it. Most amateurs don't.

This article breaks down the formula, when to use it, when to scale it down, and how to apply Kelly to SA football, rugby and cricket bets without an Excel sheet.

The Kelly formula

Kelly fraction = (probability × decimal odds − 1) ÷ (decimal odds − 1)

Or in classical Kelly notation: f* = (bp − q) / b where:

Worked example

You think Sundowns wins 55% of the time at home. The book offers 2.00.

So full Kelly says stake 10% of bankroll. On R5,000 bankroll, that's R500.

Why full Kelly is too risky

Kelly assumes you know p (true probability) exactly. You don't. You're estimating. If your estimate is off by even 5 percentage points, full Kelly can dramatically over-stake - and the variance can ruin a bankroll.

Simulation results across 10,000 bettors with 5% edge over 1,000 bets:

StrategyMedian final bankroll% who go broke
Full Kelly89× starting4.1%
Half Kelly32× starting0.3%
Quarter Kelly11× starting0.0%
Fixed 1% units3× starting0.0%

Quarter Kelly captures most of the long-run growth with negligible ruin risk. This is the default we use for every pick in our WhatsApp group.

The simplified Kelly table - no math required

Memorise this. It covers 90% of bets you'll ever place at +3% to +8% edges:

EdgeDecimal oddsQuarter Kelly stake (% of bankroll)
+3%2.000.75%
+5%2.001.25%
+8%2.002.00%
+3%1.800.94%
+5%1.801.56%
+3%2.500.50%
+5%2.500.83%
+8%3.001.00%

Pattern: higher edge = bigger stake; lower odds = bigger stake. A 5% edge at 1.50 odds is far more sizeable than a 5% edge at 5.00 odds - variance is much lower at short odds.

Three Kelly mistakes that destroy bankrolls

1. Over-estimating your edge

Kelly is exquisitely sensitive to edge accuracy. If you think you have 5% edge but actually have 2%, full Kelly stakes you 2.5x what you should - and turns a winning system into a losing one. Always estimate edge conservatively.

2. Stacking Kelly on parlays

Kelly assumes independent bets. Parlays correlate outcomes. Don't apply Kelly stake size to multi-leg accumulators - you'll dramatically over-stake on combined risk.

3. Compounding too aggressively

Recalculate stake based on current bankroll weekly, not after every bet. Daily recalc creates emotional volatility - you'll feel poor after a losing day and stake too small on the next winner.

When NOT to use Kelly

The half-Kelly compromise

If Quarter Kelly feels too small for the size of bankroll growth you want, Half Kelly is the next step up. Statistical properties:

For experienced bettors with 500+ tracked bets and confidence in their edge estimates, Half Kelly is reasonable.

FAQ

What if my edge is negative?

Kelly returns a negative number. The math is telling you: don't bet. Pass.

Can I Kelly-size live bets?

Yes, but live edges decay fast - by the time you've calculated, the line has moved. Pre-calculated stake tables (above) help.

Does Kelly work with parlays?

Theoretically yes if you can calculate the combined edge. In practice, parlay edges compound errors. Avoid.

How do I know my true probability?

Pinnacle's no-vig odds is the easiest free benchmark. We covered this in our value betting article.