| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Hill-Murray | USHS-MN | 31 | 1 | 14 | 15 | 0.484 | 0.1303 | 0.1303 | 0.1175 | 0.1175 |
| 2020-21 | Hill-Murray | USHS-MN | 20 | 4 | 12 | 16 | 0.800 | 0.2154 | 0.2154 | 0.1943 | 0.1943 |
| 2021-22 | Minnesota Magicians | NAHL | 28 | 1 | 3 | 4 | 0.143 | 0.0566 | 0.0608 | 0.1500 | 0.1611 |
| 2022-23 | Wisconsin Windigo | NAHL | 56 | 9 | 28 | 37 | 0.661 | 0.2618 | 0.2683 | 0.6937 | 0.7110 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Minnesota | D1 | BigTen | JR | 26 | 1 | 0 | 1 | 0.038 |
| 2024-25 | Minnesota | D1 | BigTen | — | 15 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Minnesota | D1 | BigTen | — | 14 | 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.