| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Boston Shamrocks U16 | JWHL-U16 | 24 | 10 | 3 | 13 | 0.542 | 0.1180 | 0.1180 | — | — |
| 2018-19 | Boston Shamrocks U16 | JWHL-U16 | 17 | 9 | 7 | 16 | 0.941 | 0.2050 | 0.2050 | — | — |
| 2019-20 | Boston Shamrocks U16 | JWHL-U16 | 24 | 10 | 14 | 24 | 1.000 | 0.2178 | 0.2178 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Assumption | D1 | NEWHA | SR | 30 | 2 | 2 | 4 | 0.133 |
| 2023-24 | Assumption | D1 | NEWHA | JR | 36 | 10 | 6 | 16 | 0.444 |
| 2022-23 | Post | D1 | CHA-W | SO | 34 | 9 | 11 | 20 | 0.588 |
| 2022-23 | Post | D3 | — | SO | 15 | 3 | 2 | 5 | 0.333 |
| 2021-22 | Post | D3 | — | FR | 30 | 2 | 5 | 7 | 0.233 |
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.