| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Cretin-Derham Hall (women) | USHS-MN-W | 25 | 14 | 5 | 19 | 0.760 | 0.1221 | 0.1221 | — | — |
| 2016-17 | Cretin-Derham Hall (women) | USHS-MN-W | 25 | 16 | 9 | 25 | 1.000 | 0.1606 | 0.1606 | — | — |
| 2017-18 | Cretin-Derham Hall (women) | USHS-MN-W | 25 | 11 | 6 | 17 | 0.680 | 0.1092 | 0.1092 | — | — |
| 2018-19 | Cretin-Derham Hall (women) | USHS-MN-W | 25 | 14 | 11 | 25 | 1.000 | 0.1606 | 0.1606 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Union | D1 | ECAC-W | GR | 32 | 4 | 13 | 17 | 0.531 |
| 2022-23 | Union | D1 | ECAC-W | SR | 32 | 9 | 10 | 19 | 0.594 |
| 2021-22 | Union | D1 | ECAC-W | JR | 34 | 4 | 9 | 13 | 0.382 |
| 2020-21 | Union | D1 | ECAC-W | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Union | D1 | ECAC-W | FR | 31 | 3 | 6 | 9 | 0.290 |
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.