| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Forest Lake High (MN women) | USHS-MN-W | 25 | 9 | 9 | 18 | 0.720 | 0.1087 | 0.1087 | — | — |
| 2013-14 | Forest Lake High (MN women) | USHS-MN-W | 23 | 11 | 10 | 21 | 0.913 | 0.1379 | 0.1379 | — | — |
| 2014-15 | Forest Lake High (MN women) | USHS-MN-W | 25 | 12 | 13 | 25 | 1.000 | 0.1510 | 0.1510 | — | — |
| 2015-16 | Forest Lake High (MN women) | USHS-MN-W | 25 | 12 | 26 | 38 | 1.520 | 0.2295 | 0.2295 | — | — |
| 2016-17 | Forest Lake High (MN women) | USHS-MN-W | 24 | 13 | 29 | 42 | 1.750 | 0.2642 | 0.2642 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Wisconsin-River Falls | D3 | WIAC | JR | 28 | 4 | 20 | 24 | 0.857 |
| 2018-19 | Wisconsin-River Falls | D3 | WIAC | SO | 27 | 12 | 14 | 26 | 0.963 |
| 2017-18 | Wisconsin-River Falls | D3 | WIAC | FR | 23 | 9 | 10 | 19 | 0.826 |
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.