| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Walpole Express | EHLP | 8 | 1 | 0 | 1 | 0.125 | 0.0098 | 0.0098 | 0.0282 | 0.0282 |
| 2020-21 | Tilton | NE-Prep | 12 | 9 | 5 | 14 | 1.167 | 0.2352 | 0.2352 | 0.5340 | 0.5340 |
| 2021-22 | Seahawks Hockey | EHL | 43 | 14 | 10 | 24 | 0.558 | 0.1198 | 0.1160 | 0.2733 | 0.2647 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Southern New Hampshire | D2 | NE10 | SR | 23 | 7 | 6 | 13 | 0.565 |
| 2024-25 | Southern New Hampshire | D2 | NE10 | JR | 29 | 9 | 8 | 17 | 0.586 |
| 2023-24 | Southern New Hampshire | D2 | NE10 | SO | 27 | 7 | 12 | 19 | 0.704 |
| 2022-23 | Southern New Hampshire | D2 | NE10 | FR | 20 | 5 | 4 | 9 | 0.450 |
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.