Join the ranks of the OddsShopper Hall of Fame
Updated July 9, 2026 · 9 min read by Sam Smith

Sam Smith writes betting strategy and tool guides for OddsShopper, translating the team’s data and models into practical, +EV-focused advice.

Cash out betting lets you settle a bet early, but the book bakes in a margin. Here is how to tell when cashing out is worth it and when it costs you.

How to bet on BetMGM as a beginner: sign up, claim the welcome offer, place your first bet, and use the four bet types and odds boosts the right way.

NFL parlay betting explained: why naive parlays compound the vig, how the same-game parlay correlation tax works, and where a parlay is defensible.
Ask a room of new bettors what they wager on and most will say the moneyline or the spread. Ask them where some of the softest numbers on the board hide, and you get blank stares. The answer, most nights, is player props, and by the time you finish this guide you'll know how to spot the ones the books have mispriced.
Player props are one of the fastest-growing corners of sports betting for a reason: they are simple to understand, and on a busy sports night there can be hundreds or thousands of them posted. That volume is exactly why they run soft, and softness is the whole opportunity. Let's start with what a player prop actually is, then work toward how you turn "which prop do I like?" into "which prop is actually worth betting?"
A player prop (short for "proposition") is a bet on an individual player's stat line rather than the result of the game. You are not betting on who wins. You are betting on what one player does inside the game: a hitter's total hits, a pitcher's strikeouts, a quarterback's passing yards, a guard's rebounds.
Most player props are set on a half-number line with an over and an under. A sportsbook might post a Major League Baseball hitter at 0.5 total hits, and you decide whether he gets at least one (the over) or is held hitless (the under). A half-number line means there is no tie to sweat: he clears it or he does not. That makes a player prop one of the easiest bet types for a beginner to reason about, because you are answering a single, concrete question about a single player.
Props follow the sport. What a stat sheet tracks, a sportsbook will usually price. The most common markets across the major U.S. leagues look like this:
| League | Popular player props |
|---|---|
| MLB (Baseball) | Total hits, home runs, total bases, strikeouts (pitcher), RBIs, pitching outs |
| NFL (Football) | Passing yards, rushing yards, receiving yards, receptions, anytime touchdown |
| NBA (Basketball) | Points, rebounds, assists, threes made, points + rebounds + assists (PRA) |
| NHL (Hockey) | Shots on goal, points, goals, goalie saves |
Baseball is one of the most prop-heavy sports because so much of it is one-on-one: a single batter against a single pitcher, dozens of times a night. That is why a beginner often starts with something like an MLB total hits or a pitcher strikeout prop, where the matchup is easy to picture. The point holds across every sport, though. If a box score counts it, you can usually find a prop for it.
Here is the part that makes props worth learning. A sportsbook pours its sharpest pricing into the markets that take the most money: the big game lines, the spread, the total. Those numbers get shaped by professional bettors and adjusted constantly, so the edges are thin.
Player props are different. A single game can carry hundreds of individual prop numbers, and the book simply cannot sharpen every one of them the way it sharpens the moneyline. Some props get less attention, lower betting limits, and slower updates. A mispriced number hides in exactly that gap. The same prop can also sit at wildly different prices from one book to the next, because each book sets and manages its own number, and they do not all land in the same place.
That combination, high volume plus uneven pricing, is why the softest bet on the board is frequently a player prop and not a game line. Now let's turn that idea into an actual method.
Finding a good prop comes down to two habits: research and price. Do both and you are betting with an edge; skip either and you are guessing.
Research the number. Before you look at odds, look at the player's situation. For a hitter, who is the pitcher and what does he give up? For a receiver, how many targets does his role earn him? The core inputs are the same across sports: a player's usage or role, the matchup, and the game's expected pace. A pitcher with a strikeout prop facing a lineup that whiffs a lot is a very different bet than the same pitcher facing a contact-heavy lineup.
Then check the price against fair value. This is where +EV, or positive expected value, comes in. A bet is +EV when the price you can get is better than the true odds of it happening. You find the true odds by taking the vig out of the sharpest markets (called de-vigging), and then you shop for a book offering a better number than that fair price. If the fair price on a prop is +162 and one book is posting +190, that gap is your edge.
None of this is abstract. Here are three real Major League Baseball player-prop lines from a single OddsShopper board snapshot, each showing the de-vigged fair price next to the best number actually available across the books at the time:
| Player Prop | Fair odds | Best takeable price | Edge |
|---|---|---|---|
| Carson Benge Under 0.5 Hits | +162 | +190 (Bet365) | +10.7% |
| Tyler Tolbert Under 0.5 Hits | +110 | +132 (Bet365) | +10.5% |
| Jared Young Under 0.5 Hits | +114 | +130 (Bet365) | +7.5% |
Lines captured from one OddsShopper board on July 9, 2026 — a fixed illustration, not live pricing. Prices move; always check the current number before betting.
An under 0.5 hits prop is a bet that the hitter is held hitless that day. In that snapshot, the one I keep coming back to is the Carson Benge under. The market's fair price on him going hitless was +162, already a plus-money number, yet Bet365 was posting +190 on the same outcome. That gap is a 10.7% edge, and it shows up whenever one book prices a prop better than the fair number the rest of the market implies. There is nothing exotic to predict there: you are simply getting paid +190 for something the market prices at +162.
See which props are +EV right now. OddsShopper scans the major sportsbooks, de-vigs each prop to its true price, and flags the ones priced in your favor, so you are not doing that math by hand. New here? You can try OddsShopper Pro free for 7 days, and code PLAYERPROP20 takes 20% off OS Pro or OS Core if you subscribe: Start your free trial.
If you take one habit from this guide, make it line shopping. The prices in that table are the best numbers available, and the only way to know a number is the best is to compare every book at once. Betting the same prop at a better number costs you nothing extra, and it is the easiest edge a beginner can claim.
Think about what a price actually pays. Take a hypothetical prop: at +190 it returns $190 on a $100 win, but at +130 the same outcome returns only $130 — a $60 difference for no extra risk. That is why the +190 you could actually take on the Carson Benge under mattered so much: it sat well above his +162 fair price, and that gap is the whole edge. Settle for a lower number at the first book you open, and over a season of hundreds of bets you hand most of that edge back.
Line shopping only works if you can see every book at once, which is exactly the problem the tools below solve.
You could open ten sportsbook apps and compare each prop by hand. Or you could let a screen do it. A few OddsShopper tools cover the exact workflow this guide just walked through:
The point of all three is the same: turn the two habits, research and price, into something you can act on in seconds instead of spreadsheets. If you want to understand the math underneath, our guide to positive expected value betting breaks down where the fair number comes from, and how sportsbooks make money explains the vig you are removing when you de-vig a prop.
What are player props in betting? Player props are bets on an individual player's stat line, such as a hitter's total hits or a quarterback's passing yards, rather than on which team wins the game. Each one is posted as a number with an over and an under.
Why are player props considered softer than game lines? Because a single game carries hundreds of individual prop numbers and a sportsbook cannot sharpen every one the way it sharpens the moneyline or spread. Lower attention and lower limits leave more mispriced props for bettors to find.
How do you find a +EV player prop? Research the player's role, matchup, and the game's pace, then compare the best available price to the prop's de-vigged fair price. When a book offers a better number than fair value, that prop is +EV.
Are player props worth betting for beginners? Yes, because each prop is a simple two-outcome question about one player, which makes it easy to reason about. Pair that with line shopping across books and props are one of the more beginner-friendly ways to bet with an edge. Bet within your budget, and only where it is legal in regulated U.S. markets.
Player props grew into the biggest, softest corner of the market precisely because books post so many of them and can't price every one to the same standard as the game lines. For a bettor willing to do a little research and always take the best available number, that softness is a standing invitation. Start with a market you understand, hold out for a price better than fair value, and shop every prop before you place it. Mispriced numbers show up often enough that, over a season of hundreds of bets, shopping every prop steadily improves your expected value — though your results still depend on the prices you take and the bets you pick. The bettors who do best at props are the ones who keep looking for mispriced numbers, shop every price, and let a tool do the searching.
Stop leaving the better number on the table. OddsShopper finds the props priced in your favor across the major sportsbooks and shows you the true odds on each one. Try it free for 7 days, then code PLAYERPROP20 takes 20% off OS Pro or OS Core: Start your free trial.
Betting involves risk. Bet only what you can afford to lose, and only where it's legal in regulated U.S. markets. No profit is promised. 21+. If you or someone you know has a gambling problem, call 1-800-GAMBLER.