| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Eau Claire Area Stars | USHS-W | 24 | 39 | 21 | 60 | 2.500 | 0.7518 | 0.7518 | — | — |
| 2015-16 | Eau Claire Area Stars | USHS-W | 23 | 55 | 24 | 79 | 3.435 | 1.0328 | 1.0328 | — | — |
| 2016-17 | — | USHS-W | 24 | 42 | 39 | 81 | 3.375 | 1.0149 | 1.0149 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Wisconsin-River Falls | D3 | — | — | 29 | 15 | 26 | 41 | 1.414 |
| 2021-22 | Wisconsin-River Falls | D3 | — | — | 27 | 12 | 37 | 49 | 1.815 |
| 2020-21 | Wisconsin-River Falls | D3 | — | — | 12 | 11 | 7 | 18 | 1.500 |
| 2019-20 | Wisconsin-River Falls | D3 | — | — | 27 | 24 | 17 | 41 | 1.518 |
| 2018-19 | Wisconsin-River Falls | D3 | — | — | 27 | 12 | 14 | 26 | 0.963 |
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.