| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Utica Jr. Comets | NCDC | 48 | 18 | 19 | 37 | 0.771 | 0.4298 | 0.4298 | 0.6233 | 0.6233 |
| 2020-21 | Utica Jr. Comets | NCDC | 34 | 12 | 16 | 28 | 0.824 | 0.4592 | 0.4592 | 0.6659 | 0.6659 |
| 2021-22 | Utica Jr. Comets | NCDC | 41 | 15 | 14 | 29 | 0.707 | 0.3944 | 0.3653 | 0.5719 | 0.5297 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Salve Regina | D3 | CNE | SR | 8 | 4 | 7 | 11 | 1.375 |
| 2024-25 | Salve Regina | D3 | CNE | JR | 23 | 6 | 9 | 15 | 0.652 |
| 2023-24 | Salve Regina | D3 | CNE | SO | 28 | 10 | 11 | 21 | 0.750 |
| 2022-23 | Salve Regina | D3 | CNE | FR | 20 | 4 | 3 | 7 | 0.350 |
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.