| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Pingree | NE-Prep | 26 | 0 | 1 | 1 | 0.038 | 0.0076 | 0.0076 | 0.0175 | 0.0175 |
| 2019-20 | Tabor | NE-Prep | 28 | 5 | 8 | 13 | 0.464 | 0.0920 | 0.0920 | 0.2115 | 0.2115 |
| 2020-21 | Valley Jr. Warriors | EHL | 14 | 2 | 4 | 6 | 0.429 | 0.0990 | 0.0990 | 0.2097 | 0.2097 |
| 2021-22 | Boston Jr. Rangers | EHL | 45 | 15 | 28 | 43 | 0.956 | 0.2207 | 0.2233 | 0.4676 | 0.4732 |
| 2022-23 | Boston Jr. Rangers | EHL | 44 | 21 | 19 | 40 | 0.909 | 0.2100 | 0.2016 | 0.4448 | 0.4270 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Nazareth | D3 | UCHC | GR | 26 | 8 | 8 | 16 | 0.615 |
| 2024-25 | Nazareth | D3 | UCHC | SR | 22 | 5 | 1 | 6 | 0.273 |
| 2023-24 | Nazareth | D3 | UCHC | JR | 16 | 0 | 4 | 4 | 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.