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September 15, 2025

Finding Middles: When Two Books Give You a Free Shot

How to calculate the probability and expected value of landing in the middle when you hold opposite positions at different numbers.

What Is a Middle?

A middle occurs when you hold opposite sides of the same game at different numbers, creating a gap where both bets win. For example:

If the Celtics win by exactly 4 or 5, both bets cash. You bet the favorite at a tight spread and the underdog at a wide spread, and the gap between 3.5 and 5.5 is your middle window.

The Probability Calculation

Assuming the scoring margin follows a normal distribution MN(μ,σ2)M \sim \mathcal{N}(\mu, \sigma^2), the probability of landing in the gap between thresholds aa and bb (where a<ba < b) is:

P(middle)=Φ(bμσ)Φ(aμσ)P(\text{middle}) = \Phi\left(\frac{b - \mu}{\sigma}\right) - \Phi\left(\frac{a - \mu}{\sigma}\right)

In our example with a=3.5a = 3.5, b=5.5b = 5.5, μ4.5\mu \approx 4.5, and σ=13.5\sigma = 13.5 (NFL):

P(middle)=Φ(5.54.513.5)Φ(3.54.513.5)5.9%P(\text{middle}) = \Phi\left(\frac{5.5 - 4.5}{13.5}\right) - \Phi\left(\frac{3.5 - 4.5}{13.5}\right) \approx 5.9\%

About a 5.9% chance both bets win.

Expected Value of a Middle

A middle has three possible outcomes:

OutcomeResult
Both win (middle hits)Profit from both sides
Side A wins onlyWin bet A, lose bet B
Side B wins onlyWin bet B, lose bet A

The EV sums across all outcomes, weighted by probability:

EV=Pmid(profitA+profitB)+PA(profitAstakeB)+PB(profitBstakeA)\text{EV} = P_{\text{mid}} \cdot (\text{profit}_A + \text{profit}_B) + P_A \cdot (\text{profit}_A - \text{stake}_B) + P_B \cdot (\text{profit}_B - \text{stake}_A)

When both single-side outcomes result in a small loss (you win one side but lose the other minus vig), the middle provides a probabilistic bonus that can push overall EV positive.

Middles vs. Standard Arbitrage

Pure arbitrage locks in guaranteed profit regardless of outcome. Middles accept a small expected loss on most outcomes in exchange for a large bonus when the result lands in the gap. Think of it as a low-cost lottery ticket attached to an otherwise near-breakeven position.

The advantage: middles require far less line discrepancy than true arbs, so opportunities appear more frequently.

When Are Middles Worth It?

Key factors:

A rough threshold: middles are attractive when the double-win payout times the middle probability exceeds the expected vig drag on single-win outcomes.

Practical Tips

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