Player Props Explained

Player props are bets on a single player's individual statistical performance in a game. They're separate from the game's outcome: you can win a player prop on the losing team, or lose a player prop on the winning team. Props are where the deepest book-by-book pricing variance happens, and that makes them the most valuable market to line shop.

How player props work

A typical prop looks like:

Stephen Curry over 27.5 points (-115)
Stephen Curry under 27.5 points (-105)

Bet the over and you need Curry to score 28 or more. Under wins on 27 or fewer. The half-point eliminates push risk. The price (-115 / -105) reflects how the book has positioned its model and recent action.

Most player props are over/under on a single stat. Some are yes/no markets (e.g., "anytime touchdown"). Some are first/last (e.g., "first touchdown scorer"). The over/under structure is the most common.

Common prop markets per sport

NFL

• Passing yards (typically 220 to 280 for starting QBs)
• Passing TDs (typically 1.5 to 2.5)
• Pass completions and attempts
• Pass interceptions (typically 0.5)
• Rushing yards, attempts, longest rush
• Receptions, receiving yards, longest reception
• Anytime TD (yes/no, priced as American odds)

NBA

• Points (the most-bet market)
• Rebounds, assists, steals, blocks, threes, turnovers
• Combo markets: points+rebounds+assists (PRA), points+rebounds (PR), points+assists (PA), rebounds+assists (RA)
• Double-double, triple-double (yes/no markets)

NHL

• Points (goals + assists)
• Goals, assists
• Shots on goal
• Blocked shots

MLB

MLB props are sometimes available depending on book. Common ones include hits, total bases, strikeouts (pitchers), home runs (yes/no).

Alternate prop lines

Most books offer alternate lines: higher and lower versions of the same prop at different prices. Standard line might be over 27.5 points at -115. Alternate lines:

• Over 22.5 (-280): higher implied probability, smaller payout
• Over 32.5 (+185): lower implied probability, bigger payout
• Over 35.5 (+325): even longer shot

Alternates are useful when you have a specific probability estimate that doesn't match the standard line. They're also a common parlay leg because the odds compound nicely.

Why props have higher hold

Books pay less attention to prop markets than to NFL spreads. That's a feature, not a bug, of the prop market: hold is higher (often 6 to 10% per pair vs 4 to 5% on main markets), and pricing varies more book-to-book.

The same Stephen Curry points prop at three books might look like:

• Book A: Over 27.5 (-110) / Under 27.5 (-110)
• Book B: Over 28.5 (-115) / Under 28.5 (-105)
• Book C: Over 27.5 (-105) / Under 27.5 (-115)

If you want to bet the over, Book C is best (-105 vs -110 vs -115 across the same point line). If you want the over at 27.5 specifically, Book C still wins. If you'd take 28.5 instead, Book B's number is half a point better, but at -115 the price gives some of that back. Comparing both number and price is what makes prop line shopping so high-EV.

How MatchupOdds handles props

For NFL, NBA, and NHL, we collect player props from major U.S. books in the windows around game start (T-6 hours and T-1 hour) and present them in a standardized table. Each prop shows the over and under at every book, with the best price highlighted in green.

You can browse props by sport (e.g., NBA props) or by individual player (visit any prop sport landing and click into a player). For the math behind prop pricing, see our implied probability calculator and no-vig calculator.

Common prop pitfalls

• Betting based on yesterday's box score. Props price in expected usage. A 30-point game last week is already in the model.
• Ignoring pace. A player on a slow-pace team has fewer possessions, which caps points and assists.
• Forgetting injury status. A player listed as questionable can be scratched 30 minutes before tipoff. Book rules vary on whether props void or push if a player doesn't play.
• Same-game parlaying without pricing. SGPs price legs as correlated; the math is rarely as good as taking the legs separately.

For more on the math behind correlated legs, see our piece on why books love same-game parlays.

Frequently Asked Questions

What are player props?

Player props are bets on a single player's individual statistics in a game, regardless of who wins. Common examples include over/under on points scored, passing yards, rebounds, or shots on goal.

When do player props become available?

Major books typically post player props within 6 to 24 hours of game start. Some props are posted earlier for primetime or playoff games.

What are alternate prop lines?

Alternate lines let you take a higher or lower number for a different price. Example: standard prop is Steph Curry over 27.5 points (-110); alternate might be over 32.5 points (+200) or over 23.5 points (-180).

Are props soft markets?

Player props historically have higher hold than main markets and pricing varies more across books, which is exactly why line shopping props is high-EV.