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What is CLV (closing line value)?

Market Reading
3 diagrams5 min readUpdated Aug 17, 2026
Short answer
Beat the closing price consistently and your process is probably sound, even during a losing stretch. Lose to it consistently and a hot streak is probably luck.

The closing line is the final price a market trades at before the event begins. It is the price that has absorbed the most information: every injury report, every lineup scratch, every weather update, and, critically, every dollar of money that had an opinion.

Closing line value is simply the gap between your price and that one.

Your price vs. the closeImplied probability of the side you backed, open through close.
YOU BET +15040.0% impliedCLOSES +12045.5% implied+5.5 pts of CLV
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Measuring it properly

Comparing raw American odds is misleading, because the same 10-point move means very different things at -105 than at +900. Convert both prices to implied probability and compare those instead. Better still, remove the vig from the closing price first, so you're comparing your bet against the market's fair opinion rather than against the book's marked-up one.

You bet +150 (40.0% implied) · it closes +120 (45.5% implied)
You bought at 40% something the market ended up calling a 45.5% shot, about 5.5 points of edge acquired at the moment of the bet.
How to actually calculate itFour conversions turn two prices into a CLV number.
YOUR PRICE+150what you gotAS PROBABILITY40.0%100 ÷ 250CLOSING PRICE+120no-vig 45.5%THE DIFFERENCE+5.5points of CLV
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Why bettors care so much about it

Betting results are extremely noisy. A genuinely skilled bettor can lose for months; a coin-flipper can win for months. You need a very large sample before win rate says anything trustworthy. CLV gives you feedback on every single bet instead of waiting for hundreds of settled results.

The logic: if the closing line is the sharpest price the market produces, and you routinely get a better price than it, then you are routinely finding value before the market does. That is what an edge looks like from the inside.

Scoring a run of betsSix bets, each graded against where its market closed.
YOUR PRICECLOSED ATCLV+150+120+5.5BEAT THE CLOSE-105-115+2.3BEAT THE CLOSE+240+260−1.6LOST TO CLOSE-110-135+4.9BEAT THE CLOSE+320+300−1.2LOST TO CLOSE-120-140+3.7BEAT THE CLOSEIllustrative log. The point is the scoring method, not these six results.
↔ swipe to see the whole diagram
It's a diagnostic, not a paycheck
CLV doesn't pay you. Settled bets do. It's the betting equivalent of a process metric: strong CLV with poor results usually means variance; poor CLV with strong results usually means luck you shouldn't count on repeating.

Where CLV stops being a good signal

Thin markets. In low-limit props and obscure leagues, the closing number hasn't been pressure-tested by serious money, so beating it proves less.
You caused the move. If your own bet is large enough to shift the line, you're partly measuring yourself.
Stale or bad closing data. The closing price at a slow book is not the market's closing price, so anchor to a market-setting book.
Chasing CLV for its own sake. Betting a number you don't believe in because you expect it to move is a way to accumulate good-looking CLV and bad bets.
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