| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Lloydminster Bobcats | AJHL | 28 | 1 | 0 | 1 | 0.036 | 0.0120 | 0.0120 | 0.0331 | 0.0331 |
| 2020-21 | Minnesota Magicians | NAHL | 36 | 2 | 5 | 7 | 0.194 | 0.0691 | 0.0691 | 0.2041 | 0.2041 |
| 2021-22 | — | NAHL | 21 | 1 | 0 | 1 | 0.048 | 0.0169 | 0.0158 | 0.0500 | 0.0468 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Augsburg | D3 | MIAC | — | 15 | 1 | 0 | 1 | 0.067 |
| 2024-25 | Gustavus Adolphus | D3 | MIAC | GR | 12 | 1 | 2 | 3 | 0.250 |
| 2023-24 | Gustavus Adolphus | D3 | MIAC | SR | 15 | 1 | 5 | 6 | 0.400 |
| 2022-23 | Gustavus Adolphus | D3 | MIAC | JR | 23 | 2 | 4 | 6 | 0.261 |
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.