| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | NAHA White 19U AAA | JWHL-U19 | 28 | 3 | 13 | 16 | 0.571 | 0.1900 | 0.1900 | — | — |
| 2020-21 | Connecticut Whale | PHF | 4 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Robert Morris | D1 | CHA-W | SR | 36 | 5 | 18 | 23 | 0.639 |
| 2017-18 | Robert Morris | D1 | CHA-W | JR | 32 | 3 | 22 | 25 | 0.781 |
| 2016-17 | Robert Morris | D1 | CHA-W | SO | 35 | 3 | 19 | 22 | 0.629 |
| 2015-16 | Robert Morris | D1 | CHA-W | FR | 38 | 2 | 20 | 22 | 0.579 |
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.