Data to Look for When Doing Prop Betting on Basketball

Photo: Lauren Hogue

Basketball prop betting gives you the chance to predict how an individual player will perform rather than simply picking a winner. You might bet on points, rebounds, assists or another statistic. Making those decisions doesn’t have to involve complicated calculations, but it helps to look at more than one number. Season averages, recent performances, opponents and team news can all provide useful context before placing a bet.

Start with the player’s season numbers

Season averages are a good place to start because they show what a player has produced over a longer period. For example, during the 2025-26 NBA season, Luka Dončić averaged 33.5 points and 8.3 assists per game, while Nikola Jokić averaged 12.9 rebounds and 10.7 assists. Shai Gilgeous-Alexander averaged 31.1 points per game.

These numbers provide a useful starting point when looking at a prop. However, they shouldn’t be treated as a guarantee of what will happen in the next game. Players can have good and bad stretches, and their role can change during a season.

Check the most recent games

After looking at the season average, check how the player has performed recently. Looking at the last five or 10 games can show whether their numbers have changed.

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For example, a player averaging 20 points for the season might have scored 25 or more in several recent games. That could be worth considering, but it doesn’t automatically mean they will continue at that level.

Recent game logs can also show how many minutes a player has been getting and whether their rebounds, assists or other numbers have changed. Comparing these results with the season average gives you a better idea of whether a recent run is part of a larger trend or simply a short-term change.

Look at who they are playing

The opposing team matters too. Some teams are better at limiting scoring, while others might allow more rebounds or assists.

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Consider how the opponent has performed in recent games and whether they have been effective against players in similar roles. The pace of the game can also be useful. A faster game generally creates more opportunities to score, pass or collect rebounds.

It’s also worth thinking about how competitive the game is expected to be. If one team takes a large lead, a star player might spend less time on the court than they normally would.

Explore different betting options

It can also be useful to compare what different betting sites offer before choosing a basketball prop. Not every platform will have exactly the same markets or options.

One site might offer a straightforward points prop, while another could have alternatives covering rebounds, assists, three-pointers, steals or combinations of statistics. You might also find different lines, allowing you to consider whether a player will finish above or below a particular number.

Some platforms also provide player statistics, recent results and other resources that can make this research easier. Promotions are another factor you might want to compare. For example, you can check out more information about the underdog promo on covers.com when looking at the different offers available.

The promotion shouldn’t be the only reason you choose a site, though. Make sure you understand the terms and consider whether the betting markets and information provided are useful for your needs.

Check injuries and lineups

Team news can quickly change the outlook for a player prop. If one of a team’s main scorers is unavailable, another player could be asked to take more shots. A player might also have more opportunities to create assists if they are handling the ball more often.

The opposite can happen when an important teammate returns from injury. Their return could mean fewer shots or opportunities for another player.

Checking the expected lineup and injury news before a game can therefore be just as useful as looking at historical statistics. It helps put the numbers into the right context.

Pay attention to officiating changes

Changes in how games are officiated can also be worth watching. For the 2026-27 season, NBA officials are placing greater focus on offensive push-offs. The league’s framework looks at four factors: feeling, firming, force and full extension.

This could be especially relevant when looking at players who regularly use their arms to create space while driving or posting up. An offensive foul can stop a scoring opportunity, result in a turnover and potentially affect how long a player stays on the court.

That doesn’t mean a change in officiating automatically makes a particular prop more or less likely. It’s simply another piece of information to consider, especially when comparing current performances with older game data.

Use the data to build a bigger picture

No single statistic can predict a player’s performance. Compare their season average with recent games, consider the opponent and check for injury or lineup changes. Looking at several factors can give you a better-informed view than focusing on one recent performance.

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