| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Proctor Academy | NE-Prep | 29 | 8 | 13 | 21 | 0.724 | 0.2043 | 0.2043 | 0.3313 | 0.3313 |
| 2019-20 | Proctor Academy | NE-Prep | 28 | 7 | 17 | 24 | 0.857 | 0.2418 | 0.2418 | 0.3922 | 0.3922 |
| 2021-22 | Boston Advantage | USPHL-Premier | 21 | 8 | 10 | 18 | 0.857 | 0.2825 | 0.2756 | 0.2916 | 0.2845 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Babson | D3 | LittleEast | SR | 27 | 3 | 8 | 11 | 0.407 |
| 2024-25 | Babson | D3 | LittleEast | JR | 19 | 2 | 2 | 4 | 0.210 |
| 2023-24 | Babson | D3 | LittleEast | SO | 25 | 5 | 4 | 9 | 0.360 |
| 2022-23 | Babson | D3 | LittleEast | FR | 19 | 2 | 4 | 6 | 0.316 |
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.