| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | St. Croix Valley Fusion | USHS-W | 24 | 2 | 6 | 8 | 0.333 | 0.1002 | 0.1002 | — | — |
| 2017-18 | St. Croix Valley Fusion | USHS-W | 23 | 4 | 10 | 14 | 0.609 | 0.1830 | 0.1830 | — | — |
| 2018-19 | St. Croix Valley Fusion | USHS-W | 23 | 17 | 13 | 30 | 1.304 | 0.3922 | 0.3922 | — | — |
| 2019-20 | St. Croix Valley Fusion | USHS-W | 24 | 22 | 7 | 29 | 1.208 | 0.3633 | 0.3633 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Bethel | D3 | MIAC | — | 25 | 5 | 2 | 7 | 0.280 |
| 2023-24 | Bethel | D3 | MIAC | — | 27 | 5 | 6 | 11 | 0.407 |
| 2022-23 | Wisconsin-Eau Claire | D3 | — | — | 2 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Wisconsin-Eau Claire | D3 | — | — | 10 | 2 | 1 | 3 | 0.300 |
| 2020-21 | Wisconsin-Eau Claire | D3 | — | — | 8 | 0 | 1 | 1 | 0.125 |
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.