| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Canterbury | NE-Prep | 28 | 0 | 3 | 3 | 0.107 | 0.0212 | 0.0212 | 0.0488 | 0.0488 |
| 2019-20 | Canterbury | NE-Prep | 27 | 2 | 2 | 4 | 0.148 | 0.0293 | 0.0293 | 0.0675 | 0.0675 |
| 2020-21 | Aberdeen Wings | NAHL | 36 | 1 | 4 | 5 | 0.139 | 0.0510 | 0.0510 | 0.1466 | 0.1466 |
| 2021-22 | Aberdeen Wings | NAHL | 60 | 4 | 13 | 17 | 0.283 | 0.1041 | 0.1025 | 0.2990 | 0.2945 |
| 2022-23 | Aberdeen Wings | NAHL | 60 | 4 | 23 | 27 | 0.450 | 0.1653 | 0.1547 | 0.4750 | 0.4445 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Stonehill | D1 | AHA | SR | 22 | 0 | 0 | 0 | 0.000 |
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.