Optimizing Player Bets and Props
Using AI predictive software has many purposes; it can be used for making research, calculating probabilities on alternate lines for comparison, tracking betting trends, and making hit rate estimates, among many other uses. The tools we will analyze on this page stand out for providing features specifically for player bets, saving you hours of research time and delivering more efficient results through AI optimized software. Some platforms may also cover standard markets such as moneylines, point spreads and totals, but on this toplist we rated the betting tools solely on their player props.
This is because player props can be used across DFS platforms, in DFS-style Pick’Em games, social sportsbooks, and conventional sportsbooks alike. Each of our top recommended player props AI betting tools stands out for its unique approach. We wanted to give you a good variety and dive into the mechanics of how each one works, so that you gain a better understanding of what’s out there, and can then make the decision and pick one of the tools to optimize your plays and player picks.
Best Player Prop and DFS Betting Tools
Our toplist for the best player prop tools covers options for all budgets, with tools that are specifically designed for player props, those with a DFS spin, and even options that do a little more with broader betting insights and datapoints for you to utilize.
Whether you want to optimize your Pick’Em lineups, build player-oriented parlays or just cut your alternate lines as close as you possibly can, these are the tools and betting software that do the job.
#1. Unabated

Starting off on a strong note, Unabated is a highly versatile tool that does prop simulation, calculates sportsbook vig, and edge rushers to get your player prop lines on point. The betting tool is a worthy addition to any data driven betting strategy, and Unabated does both player prop analysis and DFS optimization. The props simulator runs 10,000 projections on any player bet, giving you cumulative data charts and a range of possibilities. This doubles as both a good indicator for hit rates, and you can break the analytics into partial game derivatives – such as a player prop for the first quarter or first 5 innings.
The DFS optimization analyzes lines from DraftKings Pick6, PrizePicks, Underdogs and various popular DFS apps. You can also upload external DFS projections or customize the numbers based on the prices and lines offered at the book you are using. The scope at Unabated is exceptional, covering all major US sports, golf, college sports, soccer leagues and more. The odds integration is designed with users in mind, with breakdowns of the EV, vig, and different odds lines offered. The only thing that may hold anyone back from Unabated is the price of the subscriptions, which is worth the features, but could be too high for lower budgets.
Pros:
- Prop simulator and DFS optimizers
- Odds integration with vig and EV
- Edge rusher and market line history
Cons:
- Expensive subscriptions
- Doesn’t have mobile apps
#2. PlayerProps.ai

PlayerProps.ai runs on a machine learning model, constantly tweaking its player prop analysis to bring you accurate assessments and risk to reward evaluation. The prop has daily game lines and player prop projections. These are backed by a huge database of matchup trends, injury reports and hit rates, which are readily presented and easy to study. We like the detailed team and player data metrics that PlayerProps.ai offers its users. It functions as a research tool as well as a daily AI generated player props picks software. The historical data includes prop by prop outcomes, hit rates by season, and trending data that is highly valuable in the right hands.
The daily player prop picks pick up on these stats, using AI predictive software to find bets with high hit rates and juice odds. PlayerProps.ai is also highly transparent about its picks, with an accuracy button that shows the backlog of data that was factored into the assessment. It gives you plenty to think about, and works into DFS strategies just as well as it does with conventional sports bets on player performance.
Pros:
- Big community and highly praised by users
- Quick and efficient as a research tool
- Transparency on daily AI player prop picks
Cons:
- Could have more features for the price
- No soccer, and some other sports missing
- Few customization options for props
#3. Prop Professor

Prop Professor is ideal for finding value in your player props, through comprehensive data extraction, statistical modeling and AI optimized fair lines. You can subscribe to DFS optimization alone, just the sportsbook features, or buy a premium for both, which is a neat touch. Among the sportsbook features, you get EV weighting and also tools to analyze the odds, with fair lines to gauge the vig. Prop Professor also has arbitrage strategies, which, generally, betting tools do not give out at this price. With 1-click integration and real time odds, it is possible to gain good value in sure bets and capitalize on high value player props.
DFS subscribers at Prop Professor can test the alt line and base line optimizers. Both are customizable, and Prop Professor has deep market coverage, with niche prop bets so you can go into more detail with your Pick’Em projections or player lineups. The alternate line evaluation can be used by both sports bettors and DFS enthusiasts. It is ideal for gaining better odds or multipliers as you squeeze your lines. Prop Professor is beginner friendly, cheap and has a wide range of features, but we would point out that it only sources its data from a handful of sportsbooks and DFS apps, and that it doesn’t have bet trackers to follow historical line movements.
Pros:
- Affordable with guides for newcomers
- Includes basic arbitrage betting strategies
- Subscriptions for DFS only or Sports only (and both)
- Alt line and base line player prop coverage
Cons:
- Limited sportsbook and DFS apps coverage
- Could do with more filters and data points for users
#4. Props.Cash

Props.Cash is made just for player props, and covers all the major US sports, various soccer competitions and eSports. It is best described as a premier research tool, with player prop analysis, line comparison from DFS apps, social sportsbooks and US sportsbooks, as well as betting trends to check out. Props.Cash doesn’t have AI generated picks or automated strategies. What it does is bring you a massive database of player performance metrics and team stats. Not many apps go to the same lengths as Props.Cash does with its research.
The app has spray charts, heat maps, form assessment, and even gives you analytics referring to weather, temperature and time of games – information that is otherwise difficult to source for a single game, let alone multiple ones. You can browse player metrics, observe the trends on specific betting markets, and there is a line comparison to help you gauge the going price. Props.Cash is really best suited to bettors who do their own research. It saves loads of time picking up rare details and metrics, and makes your research a lot more efficient.
Pros:
- Visual presentation and tables are excellent for stats comparing
- Dips into a massive pool of statistics, from minute markers to anomaly analysis
- Handy for finding rare trends or betting insights
- Assesses both player overall trends and specific player props
Cons:
- Doesn’t have AI generated picks, automated strategies, or vig assessment
- Line comparison is basic
- Only covers player props
#5. OddsJuice

A DFS-first betting tool, OddsJuice works with PrizePicks, Underdog and Pikkit to give you crisp data on your player projections. It analyzes the player projection lines, seeking major discrepancies or line shifts to give you opportunities to seize great value with your betting picks. While OddsJuice can be used for your sports betting, you may find it restrictive as it really just does player props and leans into DFS style lineup predictions. The main dashboard brings you data points on players in all the major sports.
It breaks down the lines and prices with calculated fair odds and winning probabilities. You can filter the dashboard by sport, betting market, and even sportsbook, to narrow down the entries and pick out the hottest player prop bets. The depth of markets is pretty impressive. OddsJuice doesn’t skip out on any alternate line or rare player prop. The interface is highly intuitive, even complete beginners can jump in and start picking out good value bets straight from the get go.
Pros:
- Specializes in player props and DFS projections
- Scans market in real time for trends and value
- Massive depth of player betting markets
- Hundreds of picks every day
Cons:
- Designed specifically for DFS betting
- Limited DFS app coverage
#6. OddsJam/Fantasy OddsJam

OddsJam is best known as a sure bets, or arbitrage, betting tool. It extracts odds from over 150 US sportsbooks, DFS apps and social sportsbooks, and creates AI optimized arbitrage, middles, low hold and bonus converter strategies. It is also among the more expensive betting tools out there. However, for props betting and player bets specifically, you are getting prime odds breakdowns and high positive EV bets. This can help you locate better prices for your money’s worth, and OddsJam really digs into the most obscure and rare props markets out there.
But OddsJam is not on this list because of its main package. The OddsJam Fantasy subscription is what gives this juggernaut a place on our list. It is a lot more affordable for bettors, and the DFS optimizer gives you all those high end hitting percentages, EV valuations, ROI assessments and CLV estimations. It also has Fantasy Middles, and a bet slip builder, to help you form optimal DFS Pick’Em lineups. Many users rate this subscription highly, and it gives you an unparalleled assessment of the market while covering all the biggest DFS apps in America.
Standard OddsJam Pros:
- Excellent ROI, EV and odds breakdowns
- Optimized hedged, arbitrage, middles and promo conversion strategies
- Covers over 150 US sportsbooks, DFS apps, social sportsbooks and more
- Massive reputation in the US
Standard OddsJam Cons:
- Too expensive for most bettors
- Some books are unregulated
OddsJam Fantasy Pros:
- Many bettors choosing this over standard OddsJam
- Fantasy optimizer market breakdown
- Fantasy middles and bet slip builder
- Bet tracking and personal betting metrics
- Cheaper alternative to standard OddsJam
OddsJam Fantasy Cons:
- No arbitrage or hedged bets
#7. Outlier.Bet

Outlier.Bet is one of the most well known betting tools in America, and it has a huge set of features for bettors. You can use it to research bets, analyze odds vig and EV, gain expert arbitrage wagers and AI optimized middles bets. Player bets and props wagers are a primary area of focus at Outlier.bet, as there is an excess of research data and metrics that help you identify trends and gauge the probabilities. The betting data is offered for all the major US sports, global soccer leagues, and college sports, among other popular sports to bet on.
The basic subscription includes line movements, real time injury reports, trending insights, research tools and odds comparison charts. Paying for the Premium+ gains Outlier.bet’s valuable +EV wagers, which give you data driven assessments of the real value of the wagers you see at sportsbooks. This is really all you need for optimizing your player props and squeezing extra returns out of your alt lines. However, if you upgrade to Outlier Pro, you also get detailed arbitrage and middles strategies – just like at OddsJam but for a much more affordable price.
Pros:
- Well distributed and fairly priced subscriptions
- Excellent research functions with injury reports and detailed charts
- Advanced odds trackers, line movements and breakdowns
- Rigorous +EV feeds and analytics at Premium+
- Arbitrage bets, middles at Pro
Cons:
- No DFS optimization
- Doesn’t have Android apps
#8. PropsMadness

PropsMadness is an NBA and WNBA only betting tool that has extremely detailed player performance data for you to study. There are loads of data points and new metrics for users to study – Dominant Shooting Zone, Dominant Play Type, and more – are just some of the incredibly specific statistics that PropsMadness delves into. You can open up the analysis on any player, choose a market, and then assess their heat map, previous H2H games, compare against similar players, and check out the percentage margins against their hit rates.
While PropsMadness only sticks to basketball, the lengths to which it covers the sport are remarkable. PropsMadness covers a great expanse of player props, and creates statistic-driven projections based on the sportsbook prices, so you know what you are up against. It doesn’t have +EV and vig breakdowns; this is more of a research tool than an odds data aggregator. The subscriptions are affordable, and if you want a tool to boost your NBA or WNBA research, PropsMadness is one of the best out there.
Pros:
- Has many unique data points and player analysis
- Heat maps, H2H, similar player comparison, and many research features
- Easy to use and covers loads of basketball player props
Cons:
- Only covers basketball player props
- No EV or vig breakdown
#9. Pick The Odds

A thoroughly analytical and masterfully constructed AI predictive betting tool, Pick The Odds has a large palette of features for US bettors. The tool sources odds from over 100 sportsbooks, including internationally based books and crypto sites. While those cannot be used in the US, they do help paint a pretty detailed oversight of the betting trends, market prices, and any odds movements. Pick the Odds has fast odds refresh rates, gives users bet trackers, instant wagers and notifications to stay alert to any big opportunities.
Pick The Odds has an outstanding scope of betting markets, covering many player bets and niche prop bets. One of the key features is the Formula Creator, where you can weigh the odds at different sportsbooks and recalculate the EV based on your assessment of the market prices. Customization is an integral part of using Pick The Odds. You can set up filters to look for very specific niche markets, and play with the sportsbook distribution to gain alternate calculations on the +EV. There are also arbitrage, middles and low hold betting strategies, which are included in the Pick The Odds starter package, albeit with limitations. With an always free basic subscription and then 3 paid premiums to pick from, Pick The Odds caters to all budgets.
Pros:
- Custom EV calculations and sportsbook weight distribution
- Covers an excess of sports and deep betting market scope
- Bet tracking, notifications and instant bets
- Arbitrage, middles and low holds bets
Cons:
- Not specifically designed for player props
- No DFS optimization
- Breakdown of the odds prices are not as comprehensive as other tools
#10. SharpStakes

SharpStakes analyzes the betting markets for value, picking up on trends and supplying loads of AI generated picks. Throw in the virtual assistant, optimized bet tracker and personal spreadsheet, and the bet sizing data, and the betting tool has a lot of uses to help optimize your strategy. You can upload a picture of your parlay bet or ask for high value player props, and the SmartAI assistant will give you valuations and suggestions based on its data driven analysis. The betting trends are also highly useful for props betting and predicting player projections, as you can identify lesser known performance trends and analyze their hit rates.
For sports bettors, one of the most valuable features of SharpStakes is its bankroll optimization. You can log your bets, check out your betting analytics such as volume, win frequency, and other important details. There are also stake sizing and potential payout metrics with recommendations for every wager based on the risk to reward ratio. SharpStakes has a forever free basic plan, but with the pro plan, it gives the SharpPicks AI generated daily projections. With a 100% refund policy and 1 to 1 support options, it delivers that special personal touch.
Pros:
- Bankroll optimization for sports bettors
- Virtual assistant and bet tracker
- AI generated props picks
Cons:
- Not a props-first tool
- Doesn’t have vig or EV metrics
- No DFS-specific optimization
Maximizing Value on Player Bets and Props
Behind every player stat, betting line, and projection, there is a backlog of interconnected metrics and analysis that control the market odds. Sportsbooks, DFS platforms, and social sportsbooks are all using their own algorithms to determine the market odds, and they also factor in the consensus prices.
On your end, you need to decide whether those prices and lines are worth taking up, or if it is better to look for alternatives. DFS optimizers, player bet research tools and props software are there to strengthen your resolve and give you the behind the scenes data to help you make smart decisions.
Sure, there is so much you can research and do yourself, but this takes time and is not as efficient as real time data charts showing you the odds from countless books, or sourcing thousands of data points at the same time.
The software is not an oracle; it is supposed to be a tool that you can use to gain more information about any betting line or odds price. Then, calculating the probabilities, market projections, and historical data, you can find better value in your future picks.
Picking a Betting Tool
All the reviews we make are on tools that we have full confidence in. But we wouldn’t necessarily recommend the same to everyone who wants player props – the question is – what types of props you are looking for, the type of betting products you use, and what you require from the software.
If you just want an app that does efficient research and pinpoints key betting trends, you can save a lot of money picking a betting tool that covers those areas. For more detailed analysis of the market odds, historical line movements, and EV calculations, the prices go up a little. DFS optimizers don’t tend to be overtly expensive, but it depends on how many DFS apps a tool covers, and the extent to which it delves into alt lines and nice props.
Focus on Your Niche
There are betting tools and DFS software for virtually every purpose. Finding what you need is the first step to narrowing down your options and looking at the relevant tools that can up your game.
Aspects such as:
- Alternate player betting lines and niche microbets
- Niche sports coverage (outside major US sports)
- Parlay betting/SGP/DFS lineup optimization
- EV and hit rate probabilities
- Player stats research and performance metrics
These are not necessarily covered to the same extent by different Player props AI betting tools. For a more comprehensive analysis of any of our shortlisted betting tools (or any other ones that we have reviewed), be sure to skim through our full review and explore the entirety of their offering.
Plan Your Strategy
Some betting tools are ideal for scanning player betting markets and highlighting the books where your money gets the best returns. For these, though, you will need to have multiple sportsbook accounts, a bigger bankroll to cover your multiple accounts, and these types of picks are generally for straight betting and not for parlay building.
Doing the research helps you gauge probable hit rates, and throw in trend indicators and you may just pick out some undervalued, big potential wagers. But that requires a more hands on approach with your research, and to spend time evaluating multiple possibilities.
When planning your strategy, think about what exactly you want your tool to do. Whether it is driven more by the statistics and research, or you want better analysis of the odds, vig, market evaluations, and public betting trends.
Test Tools and Max Out Their Potential
These betting tools cannot win every single bet or guarantee a change in your fortune. However, they can help you gain a better understanding of the market prices and risks. Patience pays off with these tools, and sometimes you have to factor in short term variance or macromarket conditions that can bring a string of losses or poor results.
So when testing the tools, it is essential to give them a good run and don’t imagine that they will always point you towards winners. Plan your budget accordingly, and instead of doting on one or two seemingly safe bets, but diversify your options to mitigate risks. Give yourself a time frame, such as 2 months on a new betting tool, and track your progress. If the tool doesn’t help you, you can always try another one or reimagine your strategy.
Use Promo Codes and Trials
Testing platforms, especially the higher range ones like OddsJam or Outlier.bet can be pricey. Fortunately, we have exclusive promo codes that can gift you free trials or discounted first subscriptions. When checking a review, be sure to copy the promo code to your clipboard, or, just follow our links and the promo code should appear in the appropriate box when you are signing up.
You can save some of your bankroll, gain a good week or month on a betting tool, and then test out the functions. Though again, don’t look for short term gains or guaranteed results. You may get a big win straight from the get go, but it doesn’t mean the platform will always hit wins.
The goal of the player props betting tools is to give you valuable behind the scenes resources, which, if used in conjunction with an expert betting strategy and keen sports knowledge, is the perfect recipe for measured and controlled betting.