| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Proctor/Hermantown High (W) | USHS-MN-W | 21 | 18 | 17 | 35 | 1.667 | 0.2677 | 0.2677 | — | — |
| 2021-22 | Proctor/Hermantown High (W) | USHS-MN-W | 27 | 28 | 14 | 42 | 1.556 | 0.2498 | 0.2498 | — | — |
| 2022-23 | Proctor/Hermantown High (W) | USHS-MN-W | 30 | 17 | 10 | 27 | 0.900 | 0.1445 | 0.1445 | — | — |
| 2023-24 | Proctor/Hermantown High (W) | USHS-MN-W | 31 | 25 | 24 | 49 | 1.581 | 0.2538 | 0.2538 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bemidji State | D1 | CHA-W | — | 35 | 4 | 7 | 11 | 0.314 |
| 2024-25 | Bemidji State | D1 | CHA-W | — | 37 | 5 | 2 | 7 | 0.189 |
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.