| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Winkler Flyers | MJHL | 31 | 2 | 9 | 11 | 0.355 | 0.0683 | 0.0785 | 0.2237 | 0.2571 |
| 2014-15 | Winkler Flyers | MJHL | 59 | 10 | 20 | 30 | 0.508 | 0.0979 | 0.1074 | 0.3207 | 0.3519 |
| 2015-16 | Winkler Flyers | MJHL | 56 | 5 | 35 | 40 | 0.714 | 0.1375 | 0.1437 | 0.4504 | 0.4706 |
| 2016-17 | Winkler Flyers | MJHL | 60 | 8 | 41 | 49 | 0.817 | 0.1572 | 0.1566 | 0.5150 | 0.5129 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Wisconsin-Superior | D1 | BigTen | SR | 10 | 1 | 5 | 6 | 0.600 |
| 2020-21 | Wisconsin-Superior | D3 | BigTen | SR | 10 | 1 | 5 | 6 | 0.600 |
| 2019-20 | Wisconsin-Superior | D1 | BigTen | JR | 26 | 2 | 15 | 17 | 0.654 |
| 2019-20 | Wisconsin-Superior | D3 | BigTen | JR | 26 | 2 | 15 | 17 | 0.654 |
| 2018-19 | Nebraska Omaha | D1 | NCHC | SO | 26 | 0 | 1 | 1 | 0.038 |
| 2017-18 | Nebraska Omaha | D1 | NCHC | FR | 7 | 0 | 2 | 2 | 0.286 |
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.