| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Westminster | NE-Prep | 26 | 1 | 3 | 4 | 0.154 | 0.0434 | 0.0434 | 0.0704 | 0.0704 |
| 2019-20 | Westminster | NE-Prep | 25 | 9 | 8 | 17 | 0.680 | 0.1918 | 0.1918 | 0.3112 | 0.3112 |
| 2020-21 | Skipjacks Hockey Club | USPHL-Premier | 22 | 19 | 9 | 28 | 1.273 | 0.4195 | 0.4195 | 0.4330 | 0.4330 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Lebanon Valley | D3 | MAC | GR | 25 | 6 | 8 | 14 | 0.560 |
| 2023-24 | Lebanon Valley | D3 | MAC | SR | 25 | 2 | 12 | 14 | 0.560 |
| 2022-23 | Lebanon Valley | D3 | MAC | JR | 25 | 7 | 6 | 13 | 0.520 |
| 2021-22 | Lebanon Valley | D3 | MAC | SO | 22 | 6 | 9 | 15 | 0.682 |
| 2020-21 | Lebanon Valley | D1 | — | FR | 7 | 1 | 5 | 6 | 0.857 |
| 2020-21 | Lebanon Valley | D3 | MAC | FR | 7 | 1 | 5 | 6 | 0.857 |
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.