| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Markham Thunder | CWHL | 24 | 19 | 7 | 26 | 1.083 | — | — | — | — |
| 2016-17 | Markham Thunder | CWHL | 19 | 8 | 7 | 15 | 0.789 | — | — | — | — |
| 2017-18 | Buffalo Beauts | PHF | 13 | 3 | 3 | 6 | 0.462 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Robert Morris | D1 | CHA-W | SR | 30 | 11 | 5 | 16 | 0.533 |
| 2013-14 | Robert Morris | D1 | CHA-W | JR | 34 | 24 | 17 | 41 | 1.206 |
| 2012-13 | Robert Morris | D1 | CHA-W | SO | 31 | 16 | 17 | 33 | 1.065 |
| 2011-12 | Robert Morris | D1 | CHA-W | FR | 32 | 22 | 22 | 44 | 1.375 |
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.