What is +EV betting?

+EV betting, short for positive expected value, means taking a price that pays more than the bet's fair chance of winning is worth. Nobody knows the fair chance for certain, so it is estimated from a sharp sportsbook's price with that book's margin removed. Any single +EV bet can lose; the edge shows up only across many bets.

Published · 5 min read

Expected value in one line

Expected value is what a bet returns on average if you could place it over and over. For a bet at decimal odds d that wins with probability p, the expected profit per dollar is p × d − 1.

A fair coin flip at +110 (2.10 in decimal) is worth 0.5 × 2.10 − 1 = +0.05, or $5 per $100. The same coin flip at -110 is worth -$4.55 per $100: that is the margin a standard price charges you. Most bets at most books are negative for exactly this reason. +EV betting is finding the exceptions.

Where the fair price comes from

The hard part is p. ArbWins estimates it from Pinnacle, a sportsbook that takes large bets from winning bettors and moves its line in response instead of limiting them, so its prices carry the sharpest opinions in the market. Pinnacle still charges a margin, so the first step is to take it out. Say Pinnacle has a moneyline at -150 on the favorite and +130 on the underdog:

Removing Pinnacle's margin from -150 / +130
SidePinnacleDecimalImpliedFair chanceFair price
Favorite-1501.666760.00%58.40%-140
Underdog+1302.300043.48%41.60%+140
Both sides103.48%100.00%

The implied probabilities add up to 103.48%. The 3.48 points over 100 is Pinnacle's margin. ArbWins removes it with the power method: it raises each side's implied probability to the same power, the one that brings the total to exactly 100% (1.053 here). 60.00% becomes 58.40%, and 43.48% becomes 41.60%. Those are the fair chances, and -140 and +140 are the matching prices with no margin at all.

Books load more of their margin onto the underdog than the favourite, and the power method takes it back off where it sits. The simpler multiplicative method divides each side by the total (57.98% and 42.02% here), shrinking both by the same proportion, and so leaves the longshot too much: on a three-touchdown college favourite priced 1.08 / 8.53 it calls the underdog an 11.2% chance against 8.5% with the power method, enough to make a book's +1100 on that underdog look like a +35% bet when it is about +1.5%. ArbWins uses the power method on every row of the +EV board; the no-vig calculator uses it too. ArbWins only de-vigs a complete market at one line: both teams on a moneyline, both sides of a spread at the same number, or the over and under at the same total.

A +EV bet, worked through

Now another sportsbook offers the same underdog at +145, or 2.45 in decimal. That is longer than the fair +140, so the bet is +EV: 0.41602 × 2.45 − 1 = +1.92%. Per $100:

$100 on the underdog at +145, with a 41.60% fair chance
OutcomeChanceResultChance × result
Underdog wins41.60%+$145.00+$60.32
Underdog loses58.40%-$100.00-$58.40
Expected value+$1.92

At +140 the same bet would be worth about nothing (-$0.16 per $100), and at +135 it would be worth -$2.24. The +EV board lists bets worth +0.5% or more against Pinnacle, with Pinnacle's fair price and win probability beside each one.

A good bet still loses often

A +1.92% bet still loses 58% of the time. One $100 bet at +145 has a standard deviation of about $121, around 63 times its expected value. The swings shrink relative to the edge only as the bets pile up:

Repeating the example: $100 at +145 with a 41.60% fair chance, exact binomial odds
Bets placedExpected profitChance of being behind
100+$19241%
500+$96238%
1,000+$1,92432%

Even after a thousand good bets, roughly one bettor in three is still behind. And that assumes the fair price is right. It is an estimate: if Pinnacle's line is off, or moves after you bet, your real edge is smaller or larger than the number on the board. +EV betting needs a bankroll you can leave alone through a bad month, and a lot of bets.

How much to bet: quarter Kelly

The Kelly criterion gives the stake that grows a bankroll fastest when the edge is known exactly: f = (b × p − q) ÷ b, where b is the decimal price minus 1, p the win probability and q = 1 − p. For the +145 bet: (1.45 × 0.41602 − 0.58398) ÷ 1.45 = 1.33% of the bankroll.

Stake on the +145 bet with a $5,000 bankroll
SizingShare of bankrollStake
Full Kelly1.33%$66.35
Quarter Kelly0.33%$16.59

ArbWins shows a quarter of the Kelly stake, rounded to the dollar: $17 here. Full Kelly assumes p is exact, and with an overstated edge it overbets. It also swings hard. Under the standard long-run approximation, a full-Kelly bettor has about a 1 in 2 chance of seeing the bankroll fall to half its size at some point. At a quarter of Kelly that chance is under 1 in 100, and you keep a bit under half of full Kelly's growth rate.

What to expect in practice

Sportsbooks limit +EV bettors just as they limit arbitrage bettors. A book that sees you take only the prices it has left behind the market will cut your stakes, and nothing prevents that. Settlement rules matter less than in an arb, because there is only one bet, but the comparison still has to be like for like, so each row on the +EV board says whether ArbWins has checked that book's settlement rule for the market. The settlement rules table has the detail by book.

If you want a result that does not depend on who wins, read what arbitrage betting is. For two bets that can both win, read what a middle is. ArbWins's track record shows how long price gaps between books actually stay open.

Common questions

Is +EV betting the same as arbitrage?
No. An arbitrage bets every side at different books and returns a profit whichever side wins, as long as both bets stand. A +EV bet is one side only. It loses often, and the edge shows up only over many bets.
Why use Pinnacle for the fair price?
Pinnacle takes large bets from winning bettors and moves its line in response instead of limiting them, so its prices are the closest public estimate of the true chance. ArbWins removes Pinnacle's margin and compares every other book's price against the result.
How much should I bet on a +EV bet?
ArbWins shows a quarter of the Kelly stake. On a $5,000 bankroll, a +145 bet with a 41.60% fair chance of winning comes to about $17. A quarter of Kelly keeps the swings small enough to survive a fair price that is a little wrong.

ArbWins is for adults 21 and older, and so is sports betting in Arizona. Arbitrage, +EV bets and middles are math edges, not sure things, and sportsbooks limit accounts that win. If betting stops being fun, the responsible gambling page lists free, confidential help, including 1-800-GAMBLER.