| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Tabor | NE-Prep | 28 | 0 | 3 | 3 | 0.107 | 0.0212 | 0.0212 | 0.0488 | 0.0488 |
| 2019-20 | Tabor | NE-Prep | 26 | 0 | 4 | 4 | 0.154 | 0.0305 | 0.0305 | 0.0701 | 0.0701 |
| 2020-21 | East Coast Wizards | EHL | 15 | 1 | 1 | 2 | 0.133 | 0.0308 | 0.0308 | 0.0652 | 0.0652 |
| 2021-22 | East Coast Wizards | EHL | 40 | 3 | 5 | 8 | 0.200 | 0.0462 | 0.0463 | 0.0979 | 0.0982 |
| 2022-23 | East Coast Wizards | EHL | 33 | 1 | 16 | 17 | 0.515 | 0.1190 | 0.1132 | 0.2521 | 0.2397 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Southern New Hampshire | D2 | NE10 | GR | 10 | 1 | 1 | 2 | 0.200 |
| 2024-25 | Southern New Hampshire | D2 | NE10 | SR | 13 | 1 | 2 | 3 | 0.231 |
| 2023-24 | Southern New Hampshire | D2 | NE10 | JR | 24 | 1 | 8 | 9 | 0.375 |
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.