| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Islanders Hockey Club | USPHL-Premier-Classic | 36 | 1 | 6 | 7 | 0.194 | 0.0546 | 0.0545 | 0.1601 | 0.1599 |
| 2016-17 | Islanders Hockey Club | USPHL-Premier-Classic | 44 | 7 | 23 | 30 | 0.682 | 0.1914 | 0.1819 | 0.5615 | 0.5336 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Salve Regina | D3 | CNE | GR | 20 | 8 | 10 | 18 | 0.900 |
| 2020-21 | Salve Regina | D3 | CNE | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Salve Regina | D1 | — | JR | 19 | 6 | 10 | 16 | 0.842 |
| 2019-20 | Salve Regina | D3 | CNE | JR | 19 | 6 | 10 | 16 | 0.842 |
| 2018-19 | Salve Regina | D1 | — | SO | 27 | 10 | 12 | 22 | 0.815 |
| 2018-19 | Salve Regina | D3 | CNE | SO | 27 | 10 | 12 | 22 | 0.815 |
| 2017-18 | Salve Regina | D3 | CNE | FR | 26 | 7 | 6 | 13 | 0.500 |
| 2014-15 | Gustavus Adolphus | D3 | — | — | 0 | 131 | 1587 | 1718 | 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.