| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Kimball Union | NE-Prep | 33 | 4 | 21 | 25 | 0.758 | 0.1501 | 0.1501 | 0.3452 | 0.3452 |
| 2023-24 | Kimball Union | NE-Prep | 34 | 8 | 46 | 54 | 1.588 | 0.3146 | 0.3146 | 0.7236 | 0.7236 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.