| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Tilton | NE-Prep | 27 | 0 | 4 | 4 | 0.148 | 0.0286 | 0.0286 | 0.0678 | 0.0678 |
| 2020-21 | Tilton | NE-Prep | 12 | 4 | 11 | 15 | 1.250 | 0.2411 | 0.2411 | 0.5720 | 0.5720 |
| 2021-22 | Boston Advantage | NCDC | 48 | 3 | 20 | 23 | 0.479 | 0.1107 | 0.1107 | 0.3875 | 0.3876 |
| 2022-23 | Boston Advantage | NCDC | 49 | 7 | 33 | 40 | 0.816 | 0.1886 | 0.1807 | 0.6601 | 0.6325 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Hobart | D3 | SUNYAC | GR | 31 | 14 | 25 | 39 | 1.258 |
| 2024-25 | Hobart | D3 | SUNYAC | SR | 31 | 2 | 15 | 17 | 0.548 |
| 2023-24 | Hobart | D3 | SUNYAC | JR | 28 | 4 | 15 | 19 | 0.679 |
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.