| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Moorhead High (W) | USHS-MN-W | 18 | 6 | 4 | 10 | 0.556 | 0.0892 | 0.0892 | — | — |
| 2021-22 | Moorhead High (W) | USHS-MN-W | 28 | 9 | 12 | 21 | 0.750 | 0.1205 | 0.1205 | — | — |
| 2022-23 | Moorhead High (W) | USHS-MN-W | 31 | 16 | 18 | 34 | 1.097 | 0.1761 | 0.1761 | — | — |
| 2023-24 | Moorhead High (W) | USHS-MN-W | 28 | 13 | 21 | 34 | 1.214 | 0.1950 | 0.1779 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Quinnipiac | D1 | ECAC-W | — | 41 | 10 | 5 | 15 | 0.366 |
| 2024-25 | Quinnipiac | D1 | ECAC-W | — | 29 | 1 | 3 | 4 | 0.138 |
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.