| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Henry Sibley High | USHS-MN-W | 24 | 10 | 5 | 15 | 0.625 | 0.0944 | 0.0944 | — | — |
| 2015-16 | Cretin-Derham Hall (women) | USHS-MN-W | 25 | 10 | 12 | 22 | 0.880 | 0.1329 | 0.1329 | — | — |
| 2016-17 | Cretin-Derham Hall (women) | USHS-MN-W | 25 | 9 | 7 | 16 | 0.640 | 0.0966 | 0.0966 | — | — |
| 2017-18 | Cretin-Derham Hall (women) | USHS-MN-W | 25 | 12 | 10 | 22 | 0.880 | 0.1329 | 0.1329 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Saint Anselm | D1 | NEWHA | SR | 29 | 10 | 20 | 30 | 1.034 |
| 2020-21 | Saint Anselm | D1 | NEWHA | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Saint Anselm | D1 | NEWHA | SO | 33 | 7 | 9 | 16 | 0.485 |
| 2018-19 | Saint Anselm | D3 | NEWHA | FR | 29 | 7 | 19 | 26 | 0.897 |
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.