Who keeps getting bad calls — over time?
Per-month trend of AI-judged incorrect calls for the top 8 players and teams. Rising lines mean a pattern of bias is accumulating.
How closely does each official match the AI's "Truth"?
100 means every judged call matched the AI verdict. The blue → violet gradient highlights where calls deviate most.
NBA officiating summary
NBA officiating accuracy stands at 76% across 1000 total calls reviewed. Several officials show higher rates of incorrect calls, impacting game integrity. The league should monitor these trends to ensure fair play.
Does crew accuracy hold up on the road?
Pressure = home accuracy − away accuracy. Positive values mean the crew's "Truth Accuracy" drops in hostile environments.
- Ed MalloyH 80% · A 50%+30Pressure
- Ken MauerH 100% · A 75%+25Pressure
- Jacyn GobleH 75% · A 50%+25Pressure
- Kane FitzgeraldH 100% · A 80%+20Pressure
- Zach ZarbaH 81.8% · A 68.8%+13.1Pressure
- James CapersH 87.5% · A 78.6%+8.9Pressure
Players
Top 8 players by total incorrect calls
Teams
Top 8 teams by total incorrect calls against
Wrong calls are the AI's incorrect verdicts on judged calls. Inconclusive judgements are excluded. Only entities with ≥ 5 total calls are charted.