Analyzing Player Props Odds for Smart Bets Today

9 min read
Aug 7, 2024, 9:14 AM
Author
Sol Fayerman-Hansen
Sol Fayerman-Hansen
Editor-in-Chief
Last Updated: Sep 12, 2024, 2:47 PM

What is a Player Prop Bet?

A player prop bet, short for proposition bet, is a wager on a specific event or outcome relating to individual players within a game that doesn't directly relate to the game's outcome. 

These bets offer sports enthusiasts a way to engage with games beyond traditional point spreads or moneylines.

In the NBA, player props might include a wager on LeBron James scoring over/under 25.5 total points in a game. NFL bettors can wager on Patrick Mahomes throwing for more or less than 280.5 passing yards. MLB player props often involve pitchers' strikeout totals or hitters' total bases in a World Series game.

Total bases over/under lines are traditionally set at 1.5, while pitcher strikeout lines vary radically depending on the player involved.

Online betting platforms such as BetRivers and FanDuel offer a wide array of player props across various sports. 

These bets can add excitement to games and provide opportunities for bettors who have in-depth knowledge of individual player performances.

Analyzing Player Props

When analyzing player props, it's crucial to consider various factors that could influence an individual's performance. This includes recent form, historical data, team matchups, and even weather conditions for outdoor sports.

For NBA player props, examining a player's minutes per game, usage rate, and opponent's defensive statistics can provide valuable insights. In the NFL, factors like offensive line performance, weather, and defensive schemes play significant roles in player outcomes.

MLB player props often require a deep dive into pitching matchups, umpire tendencies and ballpark factors.

Coors Field's high altitude setting has a radical boosting effect on run scoring. That has a significant effect on run and RBI props for hitters.
Player Props

Credit: Flickr

Utilizing advanced statistics and projection tools can give bettors an edge in identifying value in the player props market.

Top Prop Bets

While specific prop bets vary daily based on scheduled games and player availability, some categories consistently draw attention from bettors:

  1. NBA points, rebounds, and assists (PRA) combinations
  2. NFL quarterback passing yards and touchdowns
  3. MLB pitcher strikeouts and hitter total bases

These prop bets often provide clear statistical benchmarks and can be easier to analyze than more complex wagers. However, it's important to note that the 'top' prop bets depend on individual knowledge, research, risk tolerance, and where bettors can find the best odds.

null
It's advisable to access more than one betting website to see who has best odds before placing a wager. Finding the most bettor-friendly line will maximize your profits if you win your bet.
 

Sportsbooks frequently offer boosted odds on popular player props to attract bettors.

While these can present value, it's essential to evaluate them critically rather than assuming they're automatically advantageous.

null
During the NBA playoffs, player prop markets often see increased betting volume even though odds don't necessarily improve because casual fans become more engaged with individual player performances.
 

NBA Player Props

NBA player props offer bettors the opportunity to wager on individual player performances rather than game outcomes.

You can learn all about prop bets including points scored, rebounds, assists, three-pointers made, steals, blocks, and combinations of these stats. When evaluating NBA player props, consider factors such as recent form, team matchups, minutes played, and historical performance against specific opponents.

null
For example, Steph Curry has averaged 28.8 points per game against the Washington Wizards in his career. He hasn't averaged more than 27.1 against any other team.
 

Player Props

Sportsbooks like BetMGM and Bet365 provide a wide range of NBA player props, including live betting options during games.

Advanced statistics play a crucial role in analysis, with metrics such as usage rate and player efficiency rating (PER) offering deeper insights. Websites like Basketball-Reference and NBA.com serve as valuable resources for statistical research.

It's important to note that NBA player props can be volatile due to factors like foul trouble, blowouts, or in-game injuries.

Successful prop bettors typically develop a disciplined approach, focusing on specific players or statistical categories where they've identified an edge. 

As with all sports betting, responsible bankroll management is crucial when wagering on NBA player props.

Maximizing Your Returns on Prop Bets

To maximize returns on prop bets, bettors should focus on finding value through thorough research and analysis. This often involves comparing odds across multiple sportsbooks to ensure you're getting the best lines available.

Utilizing player prop calculators and projections can help identify potentially profitable wagers. These resources aggregate data from various sources to provide estimated probabilities for different outcomes.

null
No matter how much you research there is no such way to win your bet. When you gamble, it's important to make sure it's intended as a form of entertainment rather than an income source.
 

Another strategy for maximizing returns is to focus on props in less popular markets. While NBA and NFL props receive significant attention, opportunities may exist in sports like NHL or in college basketball player props where oddsmakers might have less information.

null
There are laws prohibiting NCAA player prop betting in some states. Make sure you're aware of the regulations wherever you bet.
 

Common Mistakes to Avoid in Prop Betting

Several common pitfalls can derail even experienced bettors when it comes to player props:

  1. Overreacting to recent performance without considering larger sample sizes
  2. Ignoring key contextual factors like injuries to teammates or changes in team strategy
  3. Failing to account for the juice (the commission a betting platform charges on bets)
  4. Chasing losses by increasing bet sizes or making more speculative wagers

Another frequent mistake is not managing bankroll effectively. Prop bets can be volatile, and it's crucial to size wagers appropriately to withstand inevitable variance.

Bettors should also be wary of falling into the trap of making too many prop bets. While the variety of options can be enticing, spreading yourself too thin can lead to suboptimal decision-making and increased risk.

Successful prop betting often requires specialization. Focusing on a specific sport, league, or type of prop can lead to deeper insights and potentially more profitable wagering.

Making Informed Prop Betting Decisions

Making informed decisions on player props requires a combination of statistical analysis, understanding of game contexts, and awareness of market dynamics. 

Start by establishing a reliable process for evaluating props that includes:

  • Analyzing historical data and trends
  • Considering current form and contextual factors
  • Comparing odds across multiple sportsbooks
  • Setting and adhering to a bankroll management strategy

Utilize reputable sources for stats and news to ensure you're working with accurate, up-to-date information. Websites like Basketball-Reference for NBA stats or FanGraphs for MLB data can provide valuable insights for prop betting.

null
Just because a website does not have a sports betting focus it doesn't mean it can't provide useful statistics. FanGraphs and Baseball Savant aren't betting sites, but they are excellent resources for MLB bettors.
 

It's also crucial to stay informed about league news, injury reports, and lineup changes that could impact player performances. 

Following team beat writers and injury report accounts on social media can provide timely information that may not yet be reflected in prop lines.

Player Prop Odds FAQ

Calculation Methods
How do sportsbooks calculate prop betting odds?
Parlay Options
Can you parlay multiple prop bets?
Profitability Comparison
Are player props more profitable than other forms of sports betting?
Injury Impact
How can injuries affect a prop bet?
Line Movement
Why do the odds on player props move?

Everything You Need to Know about Prop Betting

Meet our Authors

Paruyr Shahbazyan began his business career in 2000 as a private entrepreneur. Over thirteen years, he developed a deep understanding for business and leadership, laying a solid foundation for his professional journey.

In 2013, Paruyr stepped into the sports and betting industry as the founder and president of Bookmaker Rating. This online mass media platform, which he led until 2020, focused on providing in-depth analysis and insights in sports betting, earning a reputation for its quality content. 

Continuing his innovative approach in 2022, Paruyr co-founded Azuro, a decentralized betting protocol. This venture showcases his dedication to integrating advanced technology in the evolving landscape of sports betting. Through these diverse experiences, Paruyr has continuously influenced and shaped the betting industry, driving new trends and setting high standards.

 ExperienceYear
Engaged in private entrepreneurship2000-2013
Founder and President at Bookmaker Rating, an online platform focused on sports and betting2013-2020
Co-founder at Azuro, a decentralized betting protocol2022

"Innovation in sportsbetting comes from a deep understanding of both technology and the human element of sports." 

- Paruyr Shahbazyan, Founder, RG

 

Principles and Ethics

Paruyr Shahbazyan's core beliefs lie in the power of informed decision-making and integrity in the betting industry. He understands that the foundation of successful betting is not just about odds and predictions, but also about the trust and reliability of the information provided. Paruyr advocates for a betting environment where transparency and knowledge are paramount, ensuring that bettors are well-equipped with accurate data and insights.

Strategic Vision

Paruyr's vision is to revolutionize the sports betting industry through the integration of technology. He sees the future of betting as a blend of traditional sports knowledge with innovative tech solutions, like decentralized protocols, to enhance user experience and fairness. His aim is to create platforms that are not only user-friendly but also uphold the highest standards of ethical betting, contributing to a more responsible and enjoyable betting culture.

Future Perspectives

Looking towards the future, Paruyr envisions a betting landscape that is more inclusive, technologically advanced, and globally connected. He anticipates a significant shift towards more decentralized and transparent betting systems, driven by blockchain technology. Paruyr is committed to being at the forefront of this change, continuously exploring new possibilities and innovations that can redefine what it means to engage in sports betting in a digital world. His focus is on building systems that prioritize user empowerment, fairness, and the global growth of the sports betting community.

 

Sol Fayerman-Hansen
Sol Fayerman-Hansen
Editor-in-Chief

Sol has over 20 years of experience in writing for diverse industries including sports, gambling, regulation, technology, and startups. As the Editor-in-Chief at RG.org, Sol brings a wealth of knowledge and expertise to the role, focusing on delivering transparent, evidence-based content grounded in thorough research. Sol's mission is to empower readers to enjoy gambling responsibly and make informed decisions, enhancing their overall experience through insightful and engaging content. Under Sol's leadership, RG.org prioritizes the highest standards of integrity and reliability, ensuring that all information provided is accurate and trustworthy. Sol's dedication to transparency and research-based writing helps create a responsible gambling environment where readers can truly benefit from the content. This commitment to excellence has positioned RG.org as a leading source of information in the gambling industry.

Experience:

  • Over 20 years in writing and editing across multiple industries
  • Former head of regional innovation at BMO Finanacial Group
  • Senior Writer, Online Casino Reports
Cristina Varela Galan
Cristina Varela Galan
Problem Gambling Expert

Cristina used to work as a Psychology Assistant in the Bizkaia Pathological and Risky Gamblers Association. She was also part of a research team in Deusto University, specializing in pathological gambling area. While working there, she managed to develop her own project 

 “Exploring the association between emotional regulation, alexithymia, stressful life events and gambling in adolescent and young adult women”.

Nick Ashbourne
Nick Ashbourne
Senior Writer

Nick has been fascinated with sports since he was first taken to a Toronto Maple Leafs game back in 1998, and he's written about them professionally since 2014.

Nick has covered baseball and hockey for outlets like The Athletic, Sportsnet, and Yahoo Sports, and his sports betting expertise has grown since its legalization in Ontario in 2022. 

Between 2022 and 2023 he worked for a betting startup called NorthStar Bets, and in 2024 he contributed to Oddspedia before joining the Responsible Gambling team.

Sergey Demidov
Sergey Demidov
Head of News Department

Sergey has been in sports journalism since 2007 as a reporter, editor, and manager. He has covered the Olympic Games, soccer World Cups, the World Cup of Hockey in 2016, the European championships, the Stanley Cup Finals, IOC events, and many others. Sergey interviewed the sport's greatest athletes, coaches, and executives. Since 2016, he has been an Independent Senior Editor of NHL.com/ru.

Anna Kravtcova
Anna Kravtcova
Problem Gambling Expert

Ph.D. in organizational psychology, an internationally certified psychologist (EuroPsy 2022, Cognitive behavioural therapy of mindfulness 2020, International Society for Emotional Intelligence 2017, Russian Psychological society 2014, American Psychological Association(Society for Industrial and Organizational Psychologist) 2011), speaker of many international conferences (USA, Brazil, Portugal, Czech Republic, Russia, etc.). TEDx speaker.

Show More