ShotQuality Advanced Analytics: Totals Betting Model

How The ShotQuality Model Works

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ShotQuality is the leading basketball advanced analytics company that has created propriety metrics that evaluate the quality of a basketball shots through the analysis of player and shot location data. It aims to provide insights into how well players and teams are performing based on the quality of their shot attempts and the process of their play rather than just the result.

Using this data, we developed a model that analyzes the teams and precise individual players expected to participate in tonight’s contest in order to predict the probable scoring outcomes. We then compare these probabilities to the implied probability from a host of sportsbooks in order to select a preferred side for the game.

What factors do you consider?

The model uses ShotQuality analytics to assess a team and opponent baseline on both offense and defense. We also use the ShotQuality projections to assess which players will be expected to play tonight and the expected time on court for each. From there, we layer on an effect for each player on both offense and defense that contributes to the models understanding of the game environment. A sophisticated simulation is the executed in order to determine the probability if scoring over or under each benchmark assigned by the sportsbook.

How much can I trust this model?

You should take our recommended picks as the starting point of your own research. We can’t promise they will always win — but backtesting has shown a small advantage against the house in a somewhat challenging market. The model demonstrated a 2.5% return on investment (ROI) when backtested on game total bets. A 67/33 train/test split was applied, conducted randomly across ten unique iterations, and the 2.5% ROI represents the average performance across these test splits. Bets were only tracked when the ROI quality threshold was eclipsed. The model is currently in BETA mode and undergoing continuous improvement.”

How often is the model updated?

This page is updated at least once every 10 minutes, beginning as early in the day as possible. It is worth noting that the results could change throughout the day based on the market and the expected game conditions.

GAME BOOK PICK TOTAL ODDS GRADE
Boston Celtics @ New York Knicks bet365 over 210.5 -110 ★★★☆☆ (2.72%)

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About the Author

ShotQuality
ShotQuality

ShotQuality is a basketball analytics platform that leverages computer vision and player location data to evaluate shot selection rather than just outcomes. Their unique approach cuts through recency bias, allowing you to better predict future performance. Their core metrics generate expected probabilities for every shot in every game, providing you with the predictive basketball toolkit needed to enhance decision-making in daily fantasy sports and sports betting.