| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Montréal Victoire | PWHL | 30 | 3 | 6 | 9 | 0.300 | — | — | — | — |
| 2025-26 | Toronto Sceptres | PWHL | 30 | 1 | 9 | 10 | 0.333 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Yale | D1 | ECAC-W | GR | 33 | 14 | 22 | 36 | 1.091 |
| 2021-22 | Yale | D1 | ECAC-W | SR | 36 | 13 | 30 | 43 | 1.194 |
| 2020-21 | Yale | D1 | ECAC-W | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Yale | D1 | ECAC-W | SO | 32 | 12 | 24 | 36 | 1.125 |
| 2018-19 | Yale | D1 | ECAC-W | FR | 29 | 5 | 13 | 18 | 0.621 |
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.