| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | NAHA White 19U AAA | JWHL-U19 | 16 | 4 | 3 | 7 | 0.438 | 0.1455 | 0.1521 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Robert Morris | D1 | CHA-W | — | 11 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Princeton | D1 | ECAC-W | SR | 14 | 2 | 0 | 2 | 0.143 |
| 2023-24 | Princeton | D1 | ECAC-W | JR | 1 | 0 | 0 | 0 | 0.000 |
| 2022-23 | Princeton | D1 | ECAC-W | SO | 11 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Princeton | D1 | ECAC-W | FR | 30 | 1 | 5 | 6 | 0.200 |
| 2020-21 | Robert Morris | D1 | CHA-W | — | 25 | 8 | 10 | 18 | 0.720 |
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.