| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Thunder Hockey Club | NCDC | 41 | 5 | 9 | 14 | 0.342 | 0.1904 | 0.1896 | 0.2761 | 0.2750 |
| 2023-24 | Thunder Hockey Club | NCDC | 48 | 3 | 15 | 18 | 0.375 | 0.2091 | 0.1964 | 0.3032 | 0.2848 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Niagara | ACHA_D1 | — | — | 27 | 5 | 11 | 16 | 0.593 |
| 2024-25 | Niagara | ACHA_D1 | — | — | 27 | 5 | 11 | 16 | 0.593 |
| 2023-24 | Niagara | ACHA_D1 | — | — | 27 | 5 | 11 | 16 | 0.593 |
| 2022-23 | Niagara | ACHA_D1 | — | — | 27 | 5 | 11 | 16 | 0.593 |
| 2021-22 | Niagara | ACHA_D1 | — | — | 27 | 5 | 11 | 16 | 0.593 |
| 2020-21 | Niagara | ACHA_D1 | — | — | 27 | 5 | 11 | 16 | 0.593 |
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.