| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Breck School | USHS-MN | 25 | 9 | 18 | 27 | 1.080 | 0.2907 | 0.2815 | 0.2623 | 0.2540 |
| 2016-17 | Winkler Flyers | MJHL | 59 | 13 | 25 | 38 | 0.644 | 0.1822 | 0.1802 | 0.4058 | 0.4014 |
| 2017-18 | Winkler Flyers | MJHL | 60 | 16 | 28 | 44 | 0.733 | 0.2075 | 0.1952 | 0.4621 | 0.4347 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wisconsin-Superior | D3 | WIAC | SR | 24 | 0 | 3 | 3 | 0.125 |
| 2020-21 | Wisconsin-Superior | D3 | BigTen | JR | 10 | 2 | 2 | 4 | 0.400 |
| 2019-20 | Wisconsin-Superior | D3 | BigTen | SO | 17 | 3 | 2 | 5 | 0.294 |
| 2018-19 | Wisconsin-Superior | D3 | BigTen | FR | 26 | 5 | 5 | 10 | 0.385 |
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.