| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Boston Shamrocks U16 | JWHL-U16 | 7 | 2 | 0 | 2 | 0.286 | 0.0544 | 0.0615 | — | — |
| 2019-20 | Woburn Memorial High | USHS-W | 19 | 38 | 9 | 47 | 2.474 | 0.7201 | 0.7201 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Princeton | D1 | ECAC-W | — | 34 | 6 | 7 | 13 | 0.382 |
| 2024-25 | Princeton | D1 | ECAC-W | — | 32 | 6 | 13 | 19 | 0.594 |
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.