| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Benilde-St. Margaret's (W) | USHS-MN-W | 23 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2012-13 | Benilde-St. Margaret's (W) | USHS-MN-W | 25 | 7 | 10 | 17 | 0.680 | 0.1092 | 0.1092 | — | — |
| 2013-14 | Benilde-St. Margaret's (W) | USHS-MN-W | 25 | 10 | 3 | 13 | 0.520 | 0.0835 | 0.0835 | — | — |
| 2014-15 | Minnetonka High (W) | USHS-MN-W | 25 | 7 | 19 | 26 | 1.040 | 0.1670 | 0.1670 | — | — |
| 2015-16 | Minnetonka High (W) | USHS-MN-W | 25 | 7 | 33 | 40 | 1.600 | 0.2570 | 0.2570 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Minnesota | D1 | WCHA-W | — | 36 | 3 | 2 | 5 | 0.139 |
| 2018-19 | Minnesota | D1 | WCHA-W | — | 17 | 1 | 2 | 3 | 0.176 |
| 2017-18 | Minnesota | D1 | WCHA-W | SO | 29 | 2 | 8 | 10 | 0.345 |
| 2016-17 | Minnesota | D1 | WCHA-W | FR | 36 | 1 | 1 | 2 | 0.056 |
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.