| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Vermont Lumberjacks | EHLP | 39 | 0 | 8 | 8 | 0.205 | 0.0133 | 0.0133 | 0.0462 | 0.0462 |
| 2020-21 | Vermont Lumberjacks | EHLP | 32 | 0 | 9 | 9 | 0.281 | 0.0183 | 0.0183 | 0.0633 | 0.0633 |
| 2021-22 | Vermont Lumberjacks | EHLP | 42 | 3 | 12 | 15 | 0.357 | 0.0232 | 0.0219 | 0.0804 | 0.0758 |
| 2022-23 | Vermont Lumberjacks | EHL | 46 | 0 | 5 | 5 | 0.109 | 0.0159 | 0.0151 | 0.0533 | 0.0506 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | SUNY Oswego | ACHA_D1 | — | — | 29 | 1 | 2 | 3 | 0.103 |
| 2024-25 | SUNY Oswego | ACHA_D1 | — | — | 29 | 1 | 2 | 3 | 0.103 |
| 2023-24 | SUNY Oswego | ACHA_D1 | — | — | 29 | 1 | 2 | 3 | 0.103 |
| 2022-23 | SUNY Oswego | ACHA_D1 | — | — | 29 | 1 | 2 | 3 | 0.103 |
| 2021-22 | SUNY Oswego | ACHA_D1 | — | — | 29 | 1 | 2 | 3 | 0.103 |
| 2020-21 | SUNY Oswego | ACHA_D1 | — | — | 29 | 1 | 2 | 3 | 0.103 |
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.