| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Chanhassen High | USHS-MN | 24 | 7 | 8 | 15 | 0.625 | 0.0770 | 0.0765 | 0.1517 | 0.1507 |
| 2016-17 | Brooks Bandits | AJHL | 55 | 7 | 13 | 20 | 0.364 | 0.1220 | 0.1230 | 0.3354 | 0.3380 |
| 2017-18 | Brooks Bandits | AJHL | 60 | 11 | 27 | 38 | 0.633 | 0.2124 | 0.2021 | 0.5842 | 0.5559 |
| 2018-19 | Brooks Bandits | AJHL | 60 | 14 | 26 | 40 | 0.667 | 0.2236 | 0.2019 | 0.6150 | 0.5554 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Wisconsin-Stevens Point | D3 | WIAC | SR | 27 | 2 | 4 | 6 | 0.222 |
| 2021-22 | Wisconsin-Stevens Point | D3 | WIAC | JR | 26 | 5 | 4 | 9 | 0.346 |
| 2020-21 | Wisconsin-Stevens Point | D1 | BigTen | SO | 12 | 0 | 1 | 1 | 0.083 |
| 2020-21 | Wisconsin-Stevens Point | D3 | BigTen | SO | 12 | 0 | 1 | 1 | 0.083 |
| 2019-20 | Wisconsin-Stevens Point | D1 | BigTen | FR | 28 | 4 | 6 | 10 | 0.357 |
| 2019-20 | Wisconsin-Stevens Point | D3 | BigTen | FR | 28 | 4 | 6 | 10 | 0.357 |
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.