Anthony P's NFL Model and PR for Week 12, 2023
Reading the model is very simple. We are looking for EVs of over 5% on sides and 8% to 10% on totals. In the age of big data and advanced analytics, sports predictive models have become an indispensable tool for bettors and sports enthusiasts alike. These models, often powered by sophisticated algorithms and vast amounts of data, aim to forecast the outcome of sports events with a higher degree of accuracy than human intuition alone. But while they offer numerous advantages, they also come with their own set of limitations.
Advantages of Sports Betting Models:
Data-Driven Decisions: One of the primary benefits of using predictive models is that they base their predictions on hard data. This means that instead of relying on gut feelings or biases, bettors can make informed decisions based on historical performance, player statistics, and other quantifiable metrics.
Identification of Value: Predictive models can help bettors identify potential value in bets. If a model predicts a different outcome than the odds provided by bookmakers, there might be an opportunity for a value bet.
Consistency: Human judgment can be inconsistent, swayed by emotions, recent events, or personal biases. Predictive models, on the other hand, are consistent in their approach, evaluating every game based on the same set of criteria.
Efficiency: With the ability to process vast amounts of data quickly, these models can evaluate numerous variables and scenarios in a fraction of the time it would take a human.
Limitations of Sports Betting Models:
Unpredictable Variables: As the saying goes, "sports are unpredictable." There are countless variables that a model might not account for. For instance, what a player did the night before a game, sudden illnesses, or personal issues can significantly impact their performance but might not be reflected in the model.
Weather Impact: While some models might factor in general weather conditions, the nuanced effects of weather on outdoor sports can be challenging to predict. A sudden gust of wind or a brief downpour can change the dynamics of a game in ways a model might not foresee.
Over-reliance: There's a danger in becoming too dependent on models. Bettors might ignore their own knowledge or insights about a game, thinking the model knows best. This can lead to missed opportunities or misguided bets.
Model Accuracy: No model is perfect. Even the most sophisticated predictive models can and do get predictions wrong. It's essential to understand that these are tools to aid decision-making, not guarantee outcomes.
Data Limitations: The accuracy of a model is only as good as the data it's fed. If there's a lack of comprehensive data or if the data is outdated, the model's predictions can be skewed.
While sports predictive models offer a more systematic and data-driven approach to betting, they are not infallible. They serve best as a guide, complementing a bettor's own knowledge and insights. It's essential to balance relying on the model and understanding its limitations, ensuring that bets are placed not just on numbers and algorithms but also on a comprehensive understanding of the game.
NFL BETTING MODEL FOR WEEK 12, 2023

UPDATE NOV 26:
As we wrap up this week's sports betting insights, the model highlights value in several NFL games, influenced by the inclusion of five backup quarterbacks and fluctuating betting markets.
Titans' Home Advantage and Henry's Health
The Tennessee Titans at home present an intriguing bet. The model places them at -6.5, while bookmakers have been more conservative at -3.5. The Titans' strong home record (3-1) bolsters confidence in them covering the spread. However, the key factor here is Derrick Henry's health. His ability to exploit the Panthers' run defense is crucial. If Henry is less than dominant and the game relies on Levis against the Panthers' pass defense, the bet becomes riskier.
Falcons as Underdogs and Saints' Defensive Strength
The Atlanta Falcons, shifting from a +1 to +2.5 underdog, are in a delicate spot. While getting them at +3 would be ideal, there are concerns. Both the Falcons and the New Orleans Saints have struggled offensively. Despite the Falcons coming off a bye, Desmond Ridder's struggles and will have to face this Saints' solid defense. In a divisional clash where home underdogs often have an edge, I am ready to take a risk on the Falcons.
Jaguars vs. Texans: Divisional Showdown
The Jacksonville Jaguars and Houston Texans matchup is shaping up to be a highlight of this slate. With both teams gaining momentum and the division title possibly at stake, it's a tightly contested affair. Despite the Texans' recent success against the Jaguars, the model finds value in Jacksonville, projecting a narrow victory by a field goal.
Bengals' Prospects with Browning at QB
The Cincinnati Bengals, even with backup QB Browning, receive support from the model. Browning's performance after replacing Burrow, combined with a week of practice as the starter, sets a positive tone. The Bengals' offensive edge over Pittsburgh and their strategy to establish a run game early make them a solid pick, especially with the points at home in a divisional game.
Browns' Defensive Challenge Against the Broncos
The Cleveland Browns face a tough matchup against the Denver Broncos. The line movement favoring Denver initially but then shifting towards Cleveland indicates betting interest. The Browns, with a potent ground game and a top-tier offensive line, match up well against Denver's struggling rush defense. Cleveland's defense, one of the NFL's best, also has the potential to capitalize on the Broncos' regressing offense. In a challenging environment, Cleveland is projected to secure a hard-fought victory.
Betting Recommendations
Titans: A good bet if Henry is healthy and effective.
Saints: Favored over the Falcons, especially considering defensive prowess but I still like the Falcon's at +3 or better.
Jaguars a slight edge over the Texans, backed by the model.
Bengals: Strong pick with Browning, particularly with their offensive weapons.
Browns: Contrarian bet against Denver, supported by their strong running game and defense.
In conclusion, this week's NFL games offer various betting opportunities. From the Titans' reliance on Henry's performance to the Bengals' potential with a backup QB and the Browns' defensive challenge, each game requires careful consideration of key factors before placing bets. As always, stay updated on the latest developments to make informed betting decisions.
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As Thanksgiving approaches, it's not just about turkey and family gatherings; it's also a prime time for American football enthusiasts. The model points us toward five intriguing value spots in the NFL: the Titans, Buccaneers, Jaguars, Bengals, and Browns. Let's dive into these matchups and understand where the value lies.
Titans in Command, Despite QB Change
Starting with the Tennessee Titans, even with Levi's at quarterback, they're projected at -6.5, but bookmakers have them at a surprisingly lower -3.5. The line initially opened at -4.5 against the Panthers, but early bets on Carolina pushed it down. There's hope that this line might drop further to -3, offering a more appealing bet on the Titans.
Bucs: Underdogs with Potential
In an interesting twist, Tampa Bay opened as a 2-point underdog in Indianapolis. Despite 90% of the early handle supporting the Colts, pushing the line to -2.5, the model suggests the Colts should be favored by only -1. This discrepancy reveals value in backing the Bucs, especially if the line reaches +3 or, ideally, +3.5.
Jags: Value in a Tight Game
The Jaguars' game in Houston is shaping up to be one of the week's highlights. The Jags opened at -2.5 but have since dropped to -1. According to the model, they should be favored at -3, indicating that the further this line drops, the more attractive the Jags become as a betting option.
Bengals and Steelers: A Game to Watch, Not Bet
In Cincinnati, the model and the books are at odds. With Browning at quarterback for the Bengals, the model has them favored by 1, but the books are leaning towards the Steelers by the same margin. Given these conflicting views, it's a game I'd recommend watching rather than betting on.
Browns: A Defensive Play
Lastly, let's turn to Denver, where the Browns face a significant change with Watson out and Thompson R stepping in as quarterback. If Watson were playing, the Browns would be favored by 3 to 3.5 points. Without him, the model puts them at -1, in contrast to the bookmakers' line of +2.5. This discrepancy is particularly notable since Watson's absence doesn't seem to justify a 5.5-point swing. The Browns' robust defense, especially in a game with one of the week's lowest totals, makes them an intriguing pick, despite the risks of betting on an unproven backup quarterback.
As always, remember to bet responsibly and enjoy the blend of football and festive cheer this Thanksgiving season!I will be back with more updates during the week.