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Kelly criterion: the formula and its limits

The Kelly criterion tells you what share of your bankroll to stake on a bet. It assumes you know your true probability of winning.

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  1. 1 Formula
  2. 2 Example
  3. 3 Fractional Kelly
  4. 4 Overestimating
  5. 5 The stake
  6. 6 In a challenge

1 Game time

The formula, term by term

The Kelly criterion works out the stake that grows your bankroll fastest over a large number of bets. It comes with one condition: your estimated probability has to be right.

Share of the bankroll Stake = (b × p − q) ÷ b

2 The box score

A worked example

A $1,000 bankroll, a bet at -110 (1.91), an estimated probability of 55%.

  1. 1 The terms: b = 1.91 − 1 = 0.91 and q = 1 − 0.55 = 0.45.
  2. 2 The average profit: 0.91 × 0.55 − 0.45 = 0.0505, or about 5 cents per dollar staked.
  3. 3 The stake: 0.0505 ÷ 0.91 = 0.055, or 5.5% of the bankroll: $55.

The break-even rate is the implied probability, 1 ÷ decimal odds: 52.4% at -110. Below it, the formula gives no bet.

The Kelly stake for five bets
Kelly stake as a share of the bankroll, and half Kelly. Break-even rate: 1 ÷ decimal odds.
  • -110 (1.91), estimated at 50%
    Break-even
    52.4%
    Kelly
    0%
    Half Kelly
    0%
  • -110 (1.91), estimated at 55%
    Break-even
    52.4%
    Kelly
    5.5%
    Half Kelly
    2.8%
  • -110 (1.91), estimated at 57%
    Break-even
    52.4%
    Kelly
    9.7%
    Half Kelly
    4.9%
  • +180 (2.80), estimated at 40%
    Break-even
    35.7%
    Kelly
    6.7%
    Half Kelly
    3.3%
  • -200 (1.50), estimated at 70%
    Break-even
    66.7%
    Kelly
    10.0%
    Half Kelly
    5.0%

3 The stat sheet

Why bettors stake a fraction of Kelly

p is an estimate. Over 100 bets, a bettor who truly wins 55% has 50 wins or fewer 18.3% of the time, and 60 or more just as often. Estimated on those records, p would be 50% or 60%: the formula would give 0% or 16.0%.

Full Kelly means deep drawdowns. Take that 55% bettor at -110 (1.91), with $1,000 and 500 bets. Each stake is a share of the current bankroll.

Risk of falling below $500 along the way, by stake
  • Quarter Kelly, 1.4% 0.1%
  • Half Kelly, 2.8% 6.7%
  • Full Kelly, 5.5% 35.2%

Bettor who truly wins 55% at -110 (1.91), 500 bets, $1,000 start. Exact calculation over every possible sequence.

The median bankroll, the one that half of all runs finish above, is $2,018 at full Kelly, $1,698 at half Kelly and $1,362 at quarter Kelly. Half Kelly keeps most of the growth for a fifth of the risk. The bankroll management guide puts numbers on losing streaks too.

How the median is worked out

A win multiplies the bankroll by 1 + 0.91 × stake, a loss by 1 − stake. The median run has 275 wins out of 500, or 55%. At 5.5%: $1,000 × 1.05005^275 × 0.945^225 = $2,018.

Share of runs that finish above $1,000: 84.9% at quarter Kelly, 80.4% at half Kelly, 72.1% at full Kelly.

4 The replay

When you overestimate your edge

The same bettor estimates 57% instead of 55%. The stake becomes 9.7% instead of 5.5%, nearly double. The median, $1,356, falls to the quarter Kelly level, yet the bettor drops below $500 in 68.4% of runs, versus 0.1% at quarter Kelly.

At twice the Kelly stake, 11.1%, the median falls to $990, below the starting point, despite a true return of 5%. At an estimated 60%, the stake climbs to 16.0% and the median falls to $157. The expected value guide shows how to estimate p.

Key takeaway

Two points of probability too many are enough to nearly double the stake. Bet half Kelly, or a quarter.

Size your own stake with the Kelly criterion calculator.

Switching sides

A small stake needs time

Kelly aims for the fastest growth. A challenge asks a different question: reach +35% before you lose 20%. On the steady profile, between 2% and 5%, a 2% stake then gives the best chance, as long as you have the time.

Put a 30-day clock on it, 90 bets at most at three a day, and the 2% stake hits the target only about one time in nine: the clock forces a bigger stake.

Steady profile: chance of reaching +35% before −20%, by stake
  • 2% stake, no time limit (Prime Sports Funded) 72%
  • 5% stake, no time limit 53%
  • 5% stake, 30 days 49%
  • 2% stake, 30 days 11%

55% of bets won at -110 (1.91), flat stake as a share of the starting bankroll. Rounded to the nearest point. 30 days: 90 bets at most.

Prime Sports Funded +35% in one step, no time limit

See the challenge with no clock

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6 Overtime

In a challenge, the stake range overrides the formula

In a challenge, the stake is not entirely yours to choose. At Prime Sports Funded, it runs from 2% to 5% of the starting bankroll, or 100 to 250 on the 5,000 challenge. The 5.5% Kelly stake of the example is above that cap. Half Kelly, 2.8%, fits. Quarter Kelly, 1.4%, falls below the minimum.

Take a fraction of the Kelly stake, then bring it inside the limits. The standings below count what a funded account really costs: the challenge price divided by the chance of passing, on the steady profile.

Steady profile: 55% of bets won at -110 (1.91), 3 bets a day

  1. 1 Prime Sports Funded Challenge €114 real cost

    72% chance of getting funded. €81.75 with code PROMO25 (€109 without).

    See the No. 1
  2. MySportsFunding Instant Funding €499 real cost

    €499.

Priced in pounds

  • GetBet Funded Standard plan £225 real cost

    34% chance: 54%, then 63%. 90 bets at most in 30 days. £76 price shown with the operator's 20% discount, no published end date.

Priced in US dollars

  • Bankroll U Combine $292 real cost

    $245. Based on: Combine only.

  • Fan Funded 3 Step $435 real cost

    14% chance: 52% per phase, 3 times in a row. 90 bets at most in 30 days. $59.99.

Not ranked: Playvo (bankroll size not published), OddsON (stake limits not published; accounts of 5,000 and up not yet on sale).

See the standings on all three profiles

Real cost: challenge price ÷ chance of getting funded. Flat stakes, average odds of -110 (1.91).

How we calculate
  • Three profiles: 54% of bets won and 2 bets a day; 55% and 3; 57% and 4.
  • Each operator is modeled at the stake that gives it the best chance, within its allowed range.
  • Time-limited challenge: the number of bets is capped by the profile's pace.
  • Several phases: the chances multiply.
  • Not simulated: daily loss limits, minimum number of bets, activity targets, consistency rules.
  • Bankroll U is taken at its Combine, the lowest real cost among the offers considered for this matchup, on the steady profile. Five levels: not ranked (higher real cost on the steady profile).
  • Bankroll U: Combine only, which opens the Rookie level at 10% of profits.
  • Fan Funded is taken at its 3 Step, the lowest real cost among the offers considered for this matchup, on the steady profile. 2 Step: not ranked (higher real cost on the steady profile). Blitz: not ranked (too close to call: the gap depends on the exchange rate).
  • GetBet Funded: price shown with the operator's 20% discount, no published end date.
  • Prime Sports Funded price with code PROMO25.
  • Amounts are shown in each operator's own currency, with no conversion. Operators are not ranked across currencies.
  • The math holds for these profiles, not for every bettor.

Frequently asked questions

What is the Kelly criterion?

A formula that gives the share of your bankroll to stake on a bet: (b × p − q) ÷ b, where b is the decimal odds minus 1, p the probability of winning and q the probability of losing. If p is right, it is the stake that grows the bankroll fastest over a large number of bets.

How do you calculate a Kelly bet?

For a bet at -110 (1.91) that you put at 55%: b = 0.91 and q = 0.45. Then b × p − q = 0.0505. Divided by b, that gives 0.055: 5.5% of the bankroll, or $55 on $1,000. If p is at or below 1 ÷ decimal odds (52.4% at -110), no bet.

What is half Kelly?

Half of the Kelly stake: 2.8% instead of 5.5% in the example. Over 500 bets won 55% of the time at -110 (1.91), from $1,000, the median bankroll is $1,698 versus $2,018 at full Kelly. The risk of falling below $500 along the way drops from 35.2% to 6.7%.

What happens if you overestimate your edge?

You stake too much. Estimate 57% when you truly win 55% at -110 (1.91), and the stake goes from 5.5% to 9.7%. Over 500 bets, the median bankroll falls from $2,018 to $1,356 and the risk of dropping below $500 climbs from 35.2% to 68.4%.

Can you use the Kelly criterion in a prop firm challenge?

Only inside the operator's stake range. At Prime Sports Funded, a stake runs from 2% to 5% of the starting bankroll: the 5.5% Kelly stake of the example is above the cap, while half Kelly at 2.8% fits. With no time limit, a small stake has all the time it needs to work toward the +35% target.

The verdict

Fractional Kelly, no clock

One step at +35%, no time limit: a small stake has room to play out. The 5,000 challenge costs €81.75 with code PROMO25, down from €109.

Prime Sports Funded No. 1 in our standings

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