| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | St. Paul Blades (women) | USHS-MN-W | 24 | 3 | 8 | 11 | 0.458 | 0.0692 | 0.0692 | — | — |
| 2018-19 | Two Rivers/St. Paul (W) | USHS-MN-W | 24 | 4 | 5 | 9 | 0.375 | 0.0566 | 0.0566 | — | — |
| 2019-20 | Two Rivers/St. Paul (W) | USHS-MN-W | 25 | 10 | 5 | 15 | 0.600 | 0.0906 | 0.0906 | — | — |
| 2020-21 | Two Rivers/St. Paul (W) | USHS-MN-W | 19 | 10 | 7 | 17 | 0.895 | 0.1351 | 0.1351 | — | — |
| 2021-22 | Two Rivers/St. Paul (W) | USHS-MN-W | 27 | 24 | 25 | 49 | 1.815 | 0.2740 | 0.2740 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | St. Olaf | D3 | — | — | 26 | 10 | 12 | 22 | 0.846 |
| 2023-24 | St. Olaf | D3 | — | — | 25 | 13 | 16 | 29 | 1.160 |
| 2022-23 | St. Olaf | D3 | — | — | 26 | 12 | 14 | 26 | 1.000 |
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.