| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Wenatchee Wild | BCHL | 24 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Green Bay Gamblers | USHL | 24 | 0 | 1 | 1 | 0.042 | 0.0256 | 0.0266 | 0.1229 | 0.1279 |
| 2019-20 | Vernon Vipers | BCHL | 41 | 1 | 13 | 14 | 0.342 | 0.1272 | 0.1272 | 0.4976 | 0.4976 |
| 2020-21 | Vernon Vipers | BCHL | 20 | 3 | 11 | 14 | 0.700 | 0.2607 | 0.2607 | 1.0200 | 1.0200 |
| 2021-22 | Vernon Vipers | BCHL | 48 | 7 | 16 | 23 | 0.479 | 0.1785 | 0.1623 | 0.6982 | 0.6347 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Hamilton | D3 | NESCAC | — | 29 | 4 | 19 | 23 | 0.793 |
| 2023-24 | Mercyhurst | D1 | AHA | — | 16 | 0 | 1 | 1 | 0.062 |
| 2022-23 | Mercyhurst | D1 | AHA | — | 0 | 0 | 0 | 0 | 0.000 |
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.