| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Warroad High (W) | USHS-MN-W | 24 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | Warroad High (W) | USHS-MN-W | 25 | 18 | 36 | 54 | 2.160 | 0.3469 | 0.3469 | — | — |
| 2020-21 | Warroad High (W) | USHS-MN-W | 22 | 17 | 36 | 53 | 2.409 | 0.3869 | 0.3869 | — | — |
| 2021-22 | Warroad High (W) | USHS-MN-W | 30 | 35 | 54 | 89 | 2.967 | 0.4765 | 0.4765 | — | — |
| 2022-23 | Warroad High (W) | USHS-MN-W | 30 | 38 | 63 | 101 | 3.367 | 0.5407 | 0.5407 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bemidji State | D1 | CHA-W | — | 28 | 1 | 4 | 5 | 0.179 |
| 2024-25 | Bemidji State | D1 | CHA-W | — | 37 | 1 | 6 | 7 | 0.189 |
| 2023-24 | Bemidji State | D1 | CHA-W | — | 35 | 3 | 2 | 5 | 0.143 |
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.