NBA team dashboard · Free · Updated daily

How every team is really playing.

Offense and defense per 100 possessions, standings, splits and the model’s pre-game calls for all 30 teams. Click any team for its full profile.

Season

Conference

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Offense vs defense

Points scored (→) and allowed (↑) per 100 possessions. Up and to the right is better; lines mark the league average.

Standings & ratings

Sort by any column. Click a team to open its profile.

#	Team

How the numbers work. Possessions are estimated from the box score (0.96 × (FGA + TOV + 0.44 FTA − OREB)). ORTG and DRTG are points scored and allowed per 100 of a team’s possessions over the season; Net is the difference; Pace is possessions per 48 minutes. The model’s pre-game call uses only games played before tip-off, from each team’s fifth game on. Last season, the best net rating belonged to the Oklahoma City Thunder (+11.4).

Udemy course · by Aykut Onat

Want to build a predictor like this?

Learn it step by step, from raw NBA data to a deployed app. The course builds the first version of this model, the foundation this page grew from.

Collect and clean real NBA game data
Engineer features and train XGBoost
Deploy your own app on Hugging Face

45 lectures · 2h 54m · Beginner-friendly Python

Enroll on Udemy

See the curriculum

Introduction & installing the tools
Data collection & exploration
Feature engineering
Modeling
Testing the model
Visualization with Tableau
User interface & publishing