| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Wayzata High (W) | USHS-MN-W | 25 | 9 | 3 | 12 | 0.480 | 0.0725 | 0.0725 | — | — |
| 2017-18 | Wayzata High (W) | USHS-MN-W | 25 | 12 | 12 | 24 | 0.960 | 0.1450 | 0.1450 | — | — |
| 2018-19 | Wayzata High (W) | USHS-MN-W | 24 | 11 | 14 | 25 | 1.042 | 0.1573 | 0.1573 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Wisconsin-River Falls | D3 | — | SR | 31 | 33 | 31 | 64 | 2.064 |
| 2022-23 | Wisconsin-River Falls | D3 | — | JR | 29 | 28 | 20 | 48 | 1.655 |
| 2021-22 | Wisconsin-River Falls | D3 | — | SO | 28 | 19 | 11 | 30 | 1.071 |
| 2020-21 | Wisconsin-River Falls | D3 | — | FR | 12 | 5 | 4 | 9 | 0.750 |
| 2019-20 | Wisconsin-River Falls | D3 | — | — | 29 | 4 | 7 | 11 | 0.379 |
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.