| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Brooks School | NE-Prep | 24 | 5 | 3 | 8 | 0.333 | 0.0660 | 0.0660 | 0.1519 | 0.1519 |
| 2019-20 | Utica Jr. Comets | USPHL-Premier | 35 | 10 | 8 | 18 | 0.514 | 0.0673 | 0.0673 | 0.1746 | 0.1746 |
| 2021-22 | Utica Jr. Comets | NCDC | 7 | 1 | 1 | 2 | 0.286 | 0.1165 | 0.1158 | 0.2296 | 0.2281 |
| 2022-23 | Utica Jr. Comets | NCDC | 49 | 31 | 21 | 52 | 1.061 | 0.4327 | 0.4118 | 0.8530 | 0.8119 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Utica | D3 | UCHC | — | 11 | 1 | 2 | 3 | 0.273 |
| 2023-24 | Utica | D3 | UCHC | — | 29 | 12 | 11 | 23 | 0.793 |
| 2021-22 | Nazareth | D3 | UCHC | — | 3 | 1 | 0 | 1 | 0.333 |
| 2020-21 | Nazareth | D3 | UCHC | — | 8 | 0 | 2 | 2 | 0.250 |
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.