| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Champlin Park High (Women) | USHS-W | 25 | 7 | 4 | 11 | 0.440 | 0.1323 | 0.1323 | — | — |
| 2011-12 | Champlin Park High (Women) | USHS-W | 25 | 4 | 15 | 19 | 0.760 | 0.2285 | 0.2285 | — | — |
| 2012-13 | Champlin Park High (Women) | USHS-W | 25 | 5 | 10 | 15 | 0.600 | 0.1804 | 0.1804 | — | — |
| 2013-14 | Champlin Park High (Women) | USHS-W | 24 | 6 | 11 | 17 | 0.708 | 0.2130 | 0.2130 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Wisconsin-Superior | D3 | WIAC | SR | 27 | 2 | 8 | 10 | 0.370 |
| 2016-17 | Wisconsin-Superior | D3 | WIAC | JR | 20 | 0 | 2 | 2 | 0.100 |
| 2015-16 | Wisconsin-Superior | D3 | WIAC | SO | 25 | 1 | 6 | 7 | 0.280 |
| 2014-15 | Wisconsin-Superior | D3 | WIAC | FR | 27 | 3 | 8 | 11 | 0.407 |
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.