| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Anaheim Lady Ducks 16U AAA | 16U-AAA-W | 57 | 26 | 34 | 60 | 1.053 | 0.4720 | 0.4720 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Lindenwood | D1 | WCHA-W | — | 34 | 1 | 2 | 3 | 0.088 |
| 2018-19 | Lindenwood | D1 | WCHA-W | — | 33 | 2 | 4 | 6 | 0.182 |
| 2017-18 | Lindenwood | D1 | WCHA-W | — | 31 | 3 | 2 | 5 | 0.161 |
| 2017-18 | Lindenwood | D2 | CHA-W | SO | 31 | 3 | 2 | 5 | 0.161 |
| 2016-17 | Lindenwood | D1 | WCHA-W | — | 32 | 1 | 4 | 5 | 0.156 |
| 2016-17 | Lindenwood | D2 | CHA-W | FR | 32 | 1 | 4 | 5 | 0.156 |
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.