| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Westminster | NE-Prep | 23 | 3 | 3 | 6 | 0.261 | 0.0525 | 0.0525 | 0.1193 | 0.1193 |
| 2024-25 | Westminster | NE-Prep | 27 | 6 | 10 | 16 | 0.593 | 0.1192 | 0.1192 | 0.2710 | 0.2710 |
| 2025-26 | Westminster | NE-Prep | 19 | 8 | 14 | 22 | 1.158 | 0.2329 | 0.2329 | 1.0569 | 1.1794 |
| 2026-27 | Philadelphia Rebels | NAHL | 7 | 2 | 4 | 6 | 0.857 | 0.3149 | 0.3411 | 0.9059 | 0.9813 |
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.