| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | East Ridge High (women) | USHS-MN-W | 24 | 10 | 7 | 17 | 0.708 | 0.1138 | 0.1138 | — | — |
| 2015-16 | East Ridge High (women) | USHS-MN-W | 25 | 11 | 10 | 21 | 0.840 | 0.1349 | 0.1349 | — | — |
| 2016-17 | East Ridge High (women) | USHS-MN-W | 25 | 26 | 20 | 46 | 1.840 | 0.2955 | 0.2955 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Maine | D1 | HEA-W | GR | 35 | 11 | 7 | 18 | 0.514 |
| 2021-22 | Union | D1 | ECAC-W | SR | 30 | 8 | 5 | 13 | 0.433 |
| 2020-21 | Union | D1 | ECAC-W | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Union | D1 | ECAC-W | SO | 33 | 6 | 8 | 14 | 0.424 |
| 2018-19 | Union | D1 | ECAC-W | FR | 34 | 5 | 5 | 10 | 0.294 |
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.