| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Shattuck St. Mary's 16U | USHS-W | 52 | 17 | 19 | 36 | 0.692 | 0.2015 | 0.2211 | — | — |
| 2015-16 | Shattuck St. Mary's 16U | USHS-W | 59 | 35 | 34 | 69 | 1.169 | 0.3404 | 0.3550 | — | — |
| 2016-17 | Shattuck St. Mary's 16U | USHS-W | 54 | 38 | 42 | 80 | 1.482 | 0.4313 | 0.4291 | — | — |
| 2024-25 | Toronto Sceptres | PWHL | 30 | 2 | 0 | 2 | 0.067 | — | — | — | — |
| 2025-26 | Toronto Sceptres | PWHL | 30 | 3 | 2 | 5 | 0.167 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Princeton | D1 | ECAC-W | — | 31 | 17 | 16 | 33 | 1.065 |
| 2021-22 | Princeton | D1 | ECAC-W | — | 31 | 13 | 9 | 22 | 0.710 |
| 2019-20 | Princeton | D1 | ECAC-W | — | 33 | 22 | 25 | 47 | 1.424 |
| 2018-19 | Princeton | D1 | ECAC-W | — | 32 | 26 | 17 | 43 | 1.344 |
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.