| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Boston Shamrocks U16 | JWHL-U16 | 24 | 8 | 4 | 12 | 0.500 | 0.0952 | 0.0952 | — | — |
| 2018-19 | Boston Shamrocks U16 | JWHL-U16 | 21 | 9 | 7 | 16 | 0.762 | 0.1451 | 0.1451 | — | — |
| 2019-20 | Boston Shamrocks U16 | JWHL-U16 | 28 | 13 | 9 | 22 | 0.786 | 0.1496 | 0.1496 | — | — |
| 2021-22 | NAHA White 19U AAA | 19U-AAA-W | 79 | 36 | 33 | 69 | 0.873 | 0.3018 | 0.3018 | — | — |
| 2022-23 | NAHA White 19U AAA | 19U-AAA-W | 59 | 35 | 17 | 52 | 0.881 | 0.3045 | 0.3045 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Dartmouth | D1 | ECAC-W | — | 31 | 1 | 3 | 4 | 0.129 |
| 2024-25 | Dartmouth | D1 | ECAC-W | — | 29 | 2 | 7 | 9 | 0.310 |
| 2023-24 | Dartmouth | D1 | ECAC-W | — | 30 | 2 | 4 | 6 | 0.200 |
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.