| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Mounds View High (women) | USHS-MN-W | 24 | 4 | 15 | 19 | 0.792 | 0.1271 | 0.1340 | — | — |
| 2011-12 | Mounds View High (women) | USHS-MN-W | 25 | 10 | 20 | 30 | 1.200 | 0.1927 | 0.1948 | — | — |
| 2012-13 | Mounds View High (women) | USHS-MN-W | 25 | 14 | 23 | 37 | 1.480 | 0.2377 | 0.2316 | — | — |
| 2013-14 | Mounds View High (women) | USHS-MN-W | 26 | 16 | 28 | 44 | 1.692 | 0.2718 | 0.2551 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Penn State | D1 | WCHA-W | — | 35 | 3 | 14 | 17 | 0.486 |
| 2016-17 | Penn State | D1 | WCHA-W | — | 29 | 2 | 11 | 13 | 0.448 |
| 2015-16 | Penn State | D1 | WCHA-W | — | 37 | 4 | 8 | 12 | 0.324 |
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.