| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Elk River/Zimmerman (women) | USHS-MN-W | 20 | 2 | 3 | 5 | 0.250 | 0.0401 | 0.0401 | — | — |
| 2021-22 | Elk River/Zimmerman (women) | USHS-MN-W | 28 | 14 | 8 | 22 | 0.786 | 0.1262 | 0.1262 | — | — |
| 2022-23 | Elk River/Zimmerman (women) | USHS-MN-W | 26 | 14 | 4 | 18 | 0.692 | 0.1112 | 0.1112 | — | — |
| 2023-24 | Elk River/Zimmerman (women) | USHS-MN-W | 26 | 9 | 12 | 21 | 0.808 | 0.1297 | 0.1297 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Minnesota | D1 | WCHA-W | SO | 39 | 0 | 2 | 2 | 0.051 |
| 2024-25 | Minnesota | D1 | WCHA-W | FR | 5 | 1 | 0 | 1 | 0.200 |
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.