| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Winkler Flyers | MJHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2015-16 | Winkler Flyers | MJHL | 55 | 7 | 24 | 31 | 0.564 | 0.1085 | 0.1128 | 0.3554 | 0.3696 |
| 2016-17 | Winkler Flyers | MJHL | 60 | 19 | 30 | 49 | 0.817 | 0.1572 | 0.1558 | 0.5150 | 0.5104 |
| 2017-18 | Winkler Flyers | MJHL | 52 | 21 | 44 | 65 | 1.250 | 0.2406 | 0.2268 | 0.7883 | 0.7430 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wisconsin-Superior | D3 | WIAC | SR | 27 | 9 | 13 | 22 | 0.815 |
| 2020-21 | Wisconsin-Superior | D1 | BigTen | JR | 10 | 4 | 1 | 5 | 0.500 |
| 2020-21 | Wisconsin-Superior | D3 | BigTen | JR | 10 | 4 | 1 | 5 | 0.500 |
| 2019-20 | Wisconsin-Superior | D1 | BigTen | SO | 27 | 5 | 10 | 15 | 0.556 |
| 2019-20 | Wisconsin-Superior | D3 | BigTen | SO | 27 | 5 | 10 | 15 | 0.556 |
| 2018-19 | Wisconsin-Superior | D1 | BigTen | FR | 24 | 2 | 3 | 5 | 0.208 |
| 2018-19 | Wisconsin-Superior | D3 | BigTen | FR | 24 | 2 | 3 | 5 | 0.208 |
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.