2025-26 regular season · 82 games · 7,292 FGA. Auto-generated by scouting/build_onepager.py from public data; every number traceable to a gated pipeline in this repo. Shot pricing uses the 2023-24 shot-quality model, whose season-out transfer was validated in the backtest; shot-making is empirical-Bayes shrunk before it is allowed to drive a conclusion.
Terms
PPS: Points per shot: total points on field-goal attempts divided by attempts. Free throws excluded.
xPPS: Expected points per shot - the model's fair price of a shot diet: what an average shooter would score on the same attempts, judged from location and shot type alone, before knowing what went in.
shot-making: Actual minus expected points per 100 shots: conversion above or below what the shot diet itself explains. Positive means making shots the model prices as hard.
EB making: A player's shot-making after empirical-Bayes shrinkage: the observed number pulled toward the league mean in proportion to its sampling noise. The number to trust for projection.
FGA: Field-goal attempts.
RAPM: Regularized adjusted plus-minus: a ridge regression crediting each player with net points per 100 possessions while adjusting for the other nine players on the floor.
net_100: Net points per 100 possessions: 100 x plus-minus / possessions; sits on the same scale as the NBA's published net rating.
rush: Shots in the final four seconds of a period - the desperation window where both shot selection and execution collapse.
empirical Bayes: Estimate the spread of true skill across the league from the data, then pull each individual's noisy estimate toward the league mean in proportion to its noise.
shrinkage weight: The fraction of an observed number that survives empirical-Bayes regression: 1 means fully trusted, 0 means replaced by the league mean.
CI: Confidence interval.
Keys
Above-the-break three team: corners are only 22.9% of their threes (league 25.9%); their spacing lives higher on the arc.
Volume-three profile: 48.7% of attempts from deep (league 41.5%).
Kon Knueppel is a genuine shot-maker: +9.1 pts/100 above expectation after empirical-Bayes shrinkage; contest even the bad shots.
EB making = shot-making regressed to league mean by reliability: the number to trust. RAPM from the opponent-adjusted 2025-26 lineup model (屉3/100 CI at a season of minutes; treat as descriptive).