You build a same game parlay with three legs: Patrick Mahomes over 275.5 passing yards, Travis Kelce over 75.5 receiving yards, and the game total over 48.5 points. If these were independent bets from three different games, the combined parlay might pay around +596. But when you price it as a same game parlay, the sportsbook offers you +350 instead.
That gap between +596 and +350 is not random. It is the correlation tax: the discount sportsbooks apply when your bet legs are related to each other rather than independent. In this guide, you will learn exactly how same game parlay correlation works, why it matters, and how to use correlation awareness to make smarter betting decisions.
Same game parlays now drive a significant share of sportsbook profit in the US, with hold rates often exceeding 20% compared to around 5% on straight bets. The main reason is correlation: when outcomes from the same game are linked, the sportsbook can charge extra edge without most bettors noticing. This article will show you the hidden lever behind SGP pricing, explain positive and negative correlation with sport-specific examples, and give you practical frameworks for managing correlation tax through line shopping, situational awareness, and disciplined bankroll management.
By the end, you should understand how to calculate correlation tax, how to use our free SGP correlation calculator to compare pricing across books, and when correlation can work in your favor versus when it is simply inflating the house edge. Sports betting is legal only for those 21 and over in regulated US states, and it should always stay optional and affordable.
Gamble responsibly. If you or someone you know has a gambling problem, call +1-800-GAMBLER.
Sportsbooks historically banned correlated parlays because they gave bettors an edge. If you could combine a team spread with the game total in a way that made both outcomes more likely to happen together, you had a structural advantage. Books refused to take those bets, or they priced them with such steep penalties that they were unplayable.
Then, around 2019, major US operators flipped the script. They started offering same game parlays as featured products, complete with slick bet-builder tools and heavy marketing. What changed? The answer is simple: sportsbooks figured out how to price correlation into the odds in a way that gave the house a massive edge while making bettors feel like they were getting creative freedom.
The result is that same game parlays are now one of the most profitable bet types for operators. Public data and earnings reports suggest that SGP hold rates can be three to five times higher than straight bets. The driver is correlation: most bettors do not realize how much of their potential payout is being eaten by the correlation tax, and even those who do often lack the tools to quantify it or shop for better pricing.
This guide is designed to be that tool. You will see how correlation affects odds in plain numbers, how different sports and bet types carry different correlation profiles, and how to use a correlation-aware approach to reduce unnecessary vig. You will also learn when correlation can actually work in your favor, such as when books misprice negative correlation or when late-breaking news creates temporary inefficiencies.
None of this guarantees profit. Correlation awareness is about understanding what you are paying for and making more informed decisions. Skip ahead to the same game parlay calculator if you want to plug in your SGP right now and see the correlation tax instantly.
A traditional parlay combines bets from multiple different games or events. For example, you might parlay the Ravens -3 against the Browns, the Lakers +5 against the Celtics, and the Dodgers moneyline against the Padres. Those three outcomes are independent: whether the Ravens cover has no bearing on whether the Lakers cover or the Dodgers win.
Because the legs are independent, you can calculate the combined odds by multiplying the individual probabilities. If each leg has a 50% true probability of winning, the combined probability is 50% × 50% × 50% = 12.5%, which corresponds to fair odds of +700. The sportsbook will offer slightly worse odds (for example, +600) to account for standard vig, but the structure is straightforward.
A same game parlay (SGP) combines multiple bets from the same game or event. For example, you might combine Patrick Mahomes over passing yards, Travis Kelce over receiving yards, and the Chiefs team total over points, all from the same Chiefs game. Those three outcomes are correlated: if Mahomes throws for big yardage, Kelce is more likely to have a big game, and the Chiefs are more likely to score points.
Because the legs are correlated, you cannot just multiply the individual probabilities. The true combined probability is higher than the naive calculation suggests, which means the fair odds should be lower. Sportsbooks apply a correlation discount to account for that dependency.
In statistics, correlation measures how much two variables tend to move together. In sports betting, correlation describes how much the outcome of one bet affects the likelihood of another bet winning.
Positive correlation means two outcomes are more likely to happen together. For example:
When you stack positively correlated legs in a same game parlay, the true combined probability is higher than independent probabilities would suggest, so the sportsbook offers lower odds.
Negative correlation means two outcomes are less likely to happen together. For example:
When you stack negatively correlated legs, the true combined probability is lower, which can sometimes lead to higher payouts if the book does not fully adjust for the negative relationship.
Uncorrelated or weakly correlated legs are outcomes that have little or no statistical relationship, even within the same game. True uncorrelated same game parlays are rare, but they can sometimes be found in niche markets or with props that are driven by independent factors.
For decades, sportsbooks refused to accept correlated parlays. If you tried to parlay a team spread with the game total in a way that created obvious positive correlation, the book would either reject the bet or price it so unfavorably that it was unplayable.
The reason was simple: if correlation made both legs more likely to win together, and the book priced them as independent, the bettor had an edge. Sharp bettors exploited this by finding correlated combinations that the book had not yet identified or restricted.
Starting around 2019, major US operators like FanDuel, DraftKings, and BetMGM launched same game parlay products that allowed bettors to combine almost any set of markets from the same game. What changed?
Sportsbooks developed proprietary correlation models that could dynamically adjust the combined odds based on the specific legs chosen. Instead of banning correlated parlays, they embraced them and priced in a steep correlation tax. The result is that same game parlays are now profitable for the house, not the bettor, in most cases.
The marketing around SGPs emphasizes creativity and narrative-building, which appeals to recreational bettors. The pricing opacity means most users do not realize how much edge they are giving up. That combination has made same game parlays one of the fastest-growing and highest-margin products in US sports betting.
To understand how same game parlay odds are taxed, you first need to understand how traditional parlay odds are calculated.
In a traditional parlay with independent legs, you calculate the combined probability by multiplying the individual probabilities together.
Example for illustration only, not betting advice:
Combined probability:
52.4% × 52.4% × 52.4% = roughly 14.4%
Fair odds for 14.4% probability:
Fair odds are (1 / 0.144) - 1 = roughly 5.94, or +594 in American odds.
Typical sportsbook offer:
The book might offer +596 or +600, which builds in a small amount of vig but is close to the fair independent price.
This is how traditional parlays work when the legs are truly independent.
Same game parlays break this assumption because the legs are not independent. Let's use the same three legs, but now imagine they all come from the same game:
If you calculate these as independent, you might expect combined odds around +596.
But these three legs are highly positively correlated. If Mahomes throws for big yardage, there is a higher chance that Kelce has a big receiving game and the Chiefs score a lot of points. All three outcomes tend to move together.
Because of that positive correlation, the true combined probability is higher than 14.4%. If the true combined probability is, say, 20% instead of 14.4%, the fair odds drop to around +400 instead of +594.
The sportsbook applies a correlation discount to reflect that higher true probability. In this case, the gap between +594 (independent) and +400 (SGP) is the correlation tax.
The correlation tax is the difference between what a parlay would pay if the legs were independent and what the sportsbook actually offers when the legs are correlated.
Example continued:
You can also express the correlation tax as a percentage of the independent price:
(594 - 400) / 594 = roughly 33% discount
This is a rough way to quantify how much extra edge the sportsbook is taking because of correlation. The higher the correlation tax, the more the book believes the legs are linked.
Different sportsbooks apply different correlation models, which is why the same SGP can be priced at +400 at one book, +450 at another, and +380 at a third. That variation is why line shopping for same game parlays is so valuable: even a 50-point difference in odds can translate to significant extra value over dozens of bets.
The best way to understand correlation tax is to run your proposed same game parlay through a calculator before you place the bet. Our SGP correlation calculator shows you:
By comparing the independent price to the SGP price, you can see exactly how much the sportsbook is discounting your ticket. If the correlation tax is massive (40%, 50% or more), that is a sign the book believes the legs are tightly linked. If the tax is modest (10-15%), the pricing might be closer to fair, though "fair" in SGP markets still usually means negative expected value.
You can also use the calculator to line shop: build the same SGP at multiple sportsbooks, run each version through the calculator, and choose the book with the lowest correlation tax. That simple step can add 10% to 20% to your potential payout with no extra risk.
For advanced users, the calculator can also help you identify mispriced negative correlation. If you build an SGP with negatively correlated legs and the book is still applying a steep discount, you may have found a pricing inefficiency.
Positive correlation means two outcomes are more likely to happen together than independent probabilities would suggest. In same game parlays, positive correlation is the most common pattern, and it is the main driver of the correlation tax.
Common examples of positive correlation:
When you stack positively correlated legs in a same game parlay, the sportsbook will apply a steep correlation discount. For example, a three-leg SGP with highly correlated legs might pay +350 instead of +594. That 244-point gap is the book pricing in the dependency between the outcomes.
Positive correlation is not inherently bad. In fact, if you have a strong read on a game script (for example, you expect a high-scoring shootout), stacking positively correlated legs can be a way to lean into that one strong opinion. The key is to be aware of how much correlation tax you are paying and to line shop for the best available price.
Negative correlation means two outcomes are less likely to happen together. When you combine negatively correlated legs in a same game parlay, the true combined probability is lower than independent probabilities would suggest, which can sometimes lead to higher payouts.
Common examples of negative correlation:
Negative correlation can be attractive because sportsbooks sometimes fail to fully adjust their pricing. If a book applies a standard correlation discount to all same game parlays, negatively correlated legs might actually be underpriced relative to their true probability.
However, negative correlation is harder to exploit than positive correlation for a few reasons:
If you do experiment with negative correlation, keep stakes very small and treat it as an advanced angle, not a core strategy. For most bettors, understanding positive correlation and minimizing the tax on high-correlation stacks is more practical.
One useful way to think about correlation is to visualize it in a simple matrix. Below are simplified correlation matrices for NFL, NBA, and MLB showing typical relationships between common same game parlay legs.
NFL Correlation Matrix (Typical Patterns)
| Leg 1 | QB Yards | WR Yards | RB Yards | Team Total | Game Total | Spread |
|---|---|---|---|---|---|---|
| QB Yards | --- | High + | Low - | High + | Medium + | Medium + |
| WR Yards | High + | --- | Low - | High + | Medium + | Medium + |
| RB Yards | Low - | Low - | --- | Medium + | Low + | Low + |
| Team Total | High + | High + | Medium + | --- | High + | High + |
| Game Total | Medium + | Medium + | Low + | High + | --- | Medium |
| Spread | Medium + | Medium + | Low + | High + | Medium | --- |
Key:
NBA Correlation Matrix (Typical Patterns)
| Leg 1 | Points | Assists | Rebounds | 3PT Made | Team Total | Game Total |
|---|---|---|---|---|---|---|
| Points | --- | Medium + | Low + | High + | High + | Medium + |
| Assists | Medium + | --- | Low | Medium + | High + | Medium + |
| Rebounds | Low + | Low | --- | Low | Low + | Low + |
| 3PT Made | High + | Medium + | Low | --- | High + | Medium + |
| Team Total | High + | High + | Low + | High + | --- | High + |
| Game Total | Medium + | Medium + | Low + | Medium + | High + | --- |
These matrices are simplified and illustrative. Actual correlation values vary by team, matchup, pace, and other factors. Use them as a rough guide for understanding which legs are likely to carry heavy correlation tax when combined.
Gamble responsibly. If you or someone you know has a gambling problem, call +1-800-GAMBLER.
The NFL is the most popular sport for same game parlays in the US, and it offers some of the clearest correlation patterns. Understanding NFL correlation can help you build smarter SGPs and avoid paying excessive correlation tax.
High-Impact Positive Correlation Stacks:
Moderate Positive Correlation Stacks:
Negative Correlation Stacks (Advanced):
Common NFL Correlation Mistakes:
For a detailed NFL-specific correlation playbook with weekly examples and advanced strategies, see our NFL Same Game Parlay Strategy Guide.
NBA same game parlays are popular because of the fast pace, high scoring, and deep player prop markets. Correlation in NBA SGPs is often driven by usage, pace, and blowout dynamics.
High-Impact Positive Correlation Stacks:
Moderate Positive Correlation Stacks:
Negative Correlation Stacks (Advanced):
Common NBA Correlation Mistakes:
For a deeper dive into NBA correlation strategies, see our NBA Same Game Parlay Strategy Guide.
MLB same game parlays are less common than NFL and NBA, but they can offer interesting correlation angles, especially around starting pitching and team totals.
High-Impact Positive Correlation Stacks:
Moderate Positive Correlation Stacks:
Negative Correlation Stacks (Advanced):
Common MLB Correlation Mistakes:
MLB same game parlays are generally less popular because of the high variance and limited prop depth compared to football and basketball. If you do bet MLB SGPs, keep stakes small and focus on clear pitching and lineup edges.
Not all same game parlay legs are as correlated as they seem. Some props that feel related are actually driven by independent or weakly correlated factors.
Examples of weaker-than-expected correlation:
Be careful not to see correlation everywhere. Just because two outcomes come from the same game does not mean they are tightly linked. Use correlation matrices and calculators to verify your assumptions before you bet.
Different sportsbooks use different correlation models, which means the same exact same game parlay can be priced very differently across operators. Line shopping for SGPs can add significant value with minimal effort.
Step-by-step line shopping workflow for SGPs:
Example for illustration only:
The independent parlay price (if the legs were from different games) is +596. Book B is applying the smallest correlation discount, so that is where you should place your bet.
Over time, consistently getting an extra 50 to 100 points on your SGP payouts can make a significant difference to your long-term results.
Correlation models are based on historical data and broad patterns. They often lag when new information emerges that changes the likely game script.
Examples of situational edges:
If you can identify situations where the sportsbook's correlation model is stale or inaccurate, you may find temporary pricing inefficiencies. This is an advanced angle that requires fast research and quick execution.
Negative correlation can be a useful tool in specific situations, but it is harder to execute than positive correlation stacks.
When negative correlation might make sense:
Risks of negative correlation stacks:
If you do experiment with negative correlation, keep stakes very small and treat it as an exploration, not a core strategy.
Live same game parlays introduce even more complexity. Correlation patterns can shift dramatically as the game unfolds, and sportsbooks adjust their pricing in real time based on what has already happened.
Challenges with live SGP correlation:
If you do use live same game parlays, keep your stakes tiny and treat them as entertainment, not as a core betting strategy. Avoid betting live SGPs when you are frustrated, chasing losses, or under the influence of alcohol.
Gamble responsibly. If you or someone you know has a gambling problem, call +1-800-GAMBLER.
Different sportsbooks use different names and features for same game parlay products, but the underlying correlation mechanics are similar. Major US operators include:
Each book uses its own proprietary correlation model, which is why the same SGP can be priced at +400 at one book and +450 at another. That variation is the reason line shopping is so valuable for same game parlays.
Some sportsbooks offer advanced products like SGP+ or SGPx, which allow you to combine same game parlay legs from multiple games into one ticket.
For example, a DraftKings SGPx might let you combine:
The sportsbook prices this as a hybrid bet, applying correlation adjustments within each game and treating the cross-game components as independent or lightly correlated.
These products are even more complex than standard same game parlays and typically carry even higher house edges. They can be fun for engaged fans who want to lean into a slate-wide narrative, but they should be approached with very small stakes and clear limits.
Live same game parlays let you build SGP tickets during the game as odds shift in real time. This can be a powerful tool for experienced bettors who can read game flow and react quickly, but it is also a high-risk environment.
Pros of live SGPs:
Cons of live SGPs:
If you do use live same game parlays, keep your stakes very small and treat them as entertainment, not as a core part of your betting strategy.
Same game parlays are structurally high-variance bets with house edges significantly higher than straight bets or traditional parlays. Even if you are selective and disciplined, SGPs should represent only a small slice of your overall betting activity.
The combination of correlation tax, opaque pricing, and the allure of big payouts makes SGPs one of the most dangerous bet types for bankroll management. Losing streaks are common and expected, and the temptation to chase losses by increasing stakes or adding more legs can be strong.
A common guideline for recreational bettors is to limit same game parlay exposure to 5% to 10% of your total weekly or monthly betting bankroll. That means if you have $1,000 earmarked for sports betting in a given month, you might allocate $50 to $100 for SGPs.
Within that bucket, keep your unit sizes small. A good rule of thumb is:
By keeping unit sizes small and frequency limited, you protect yourself from the high variance and high vig inherent in SGP markets.
Most regulated US sportsbooks offer built-in tools to help you manage your play. You can set time-outs, deposit caps, and self-exclusion options directly in your account settings. Use these tools proactively, not reactively.
If you feel that betting is no longer fun, or if it is starting to affect your relationships, work, or finances, reach out for help immediately.
Free, confidential support is available 24/7:
Sports betting is legal only for those 21 and over in states with regulated markets. You must be physically located in a legal state to place bets. All odds and lines are subject to change. Please bet responsibly.
Same game parlay correlation describes the statistical relationship between bet legs from the same game. When outcomes are positively correlated, they are more likely to happen together, which causes sportsbooks to reduce the combined payout. When outcomes are negatively correlated, they are less likely to happen together, which can sometimes increase the payout.
Your same game parlay odds are lower than expected because of the correlation tax. Sportsbooks apply a discount to SGP payouts when the legs are related to each other. For example, a QB passing yards over and his top receiver receiving yards over are positively correlated, so the book reduces the combined odds to reflect that dependency.
The correlation tax is the difference between what a parlay would pay if the legs were independent and what the sportsbook actually offers when the legs are correlated. For example, if an independent three-leg parlay would pay +596 but the same legs as an SGP pay +400, the correlation tax is 196 points.
Yes, same game parlays are legal wherever online sports betting is legal and regulated. Sportsbooks historically banned correlated parlays because they gave bettors an edge, but modern SGP products price in the correlation and give the house a large edge instead.
The best sportsbook for same game parlay odds varies by sport, market, and specific legs. The same SGP can be priced very differently across operators because each book uses its own correlation model. Line shopping at multiple books and using a correlation calculator to compare pricing is the best way to find the best odds.
Most same game parlays use positive correlation because it is easier to build a coherent game narrative. Negative correlation can sometimes offer value if the sportsbook does not fully adjust pricing, but it is harder to execute and riskier. For most bettors, understanding positive correlation and minimizing the correlation tax through line shopping is more practical.
Same game parlay correlation is the hidden lever behind SGP pricing. When you understand how correlation works, how to quantify the correlation tax, and how to line shop for better pricing, you can make more informed decisions about when and how to bet same game parlays.
The key takeaways from this guide are:
Before you place your next same game parlay, run it through the SGP correlation calculator to see the hidden tax. Compare pricing at multiple sportsbooks to find the best available odds. And always stay within your bankroll limits.
For more detailed strategy guidance, see our Same Game Parlay Strategy Guide. For a foundational explanation of how SGPs work, see our Same Game Parlay Explained Guide.
Sports betting should stay optional and affordable. If you feel that your betting is out of control or affecting your life negatively, reach out for help immediately.
Gamble responsibly. If you or someone you know has a gambling problem, call +1-800-GAMBLER.