What is CLV (closing line value)?
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.
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.
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.
