| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Newbridge Academy U14 | JWHL-U19 | 5 | 5 | 2 | 7 | 1.400 | 0.4656 | 0.5166 | — | — |
| 2018-19 | Mount Academy Saints U19 | U19-AAA-W | 43 | 54 | 39 | 93 | 2.163 | — | — | — | — |
| 2025-26 | Minnesota Frost | PWHL | 30 | 4 | 9 | 13 | 0.433 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | St. Lawrence | D1 | ECAC-W | SR | 39 | 19 | 20 | 39 | 1.000 |
| 2023-24 | St. Lawrence | D1 | ECAC-W | JR | 39 | 24 | 31 | 55 | 1.410 |
| 2022-23 | St. Lawrence | D1 | ECAC-W | SO | 39 | 16 | 20 | 36 | 0.923 |
| 2021-22 | St. Lawrence | D1 | ECAC-W | FR | 37 | 12 | 16 | 28 | 0.757 |
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.