| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Warner Hockey School | JWHL-U19 | 27 | 9 | 12 | 21 | 0.778 | 0.2587 | 0.2817 | — | — |
| 2018-19 | Pursuit of Excellence | CSSHL-U18W | 25 | 20 | 42 | 62 | 2.480 | 0.5682 | 0.5314 | — | — |
| 2024-25 | Montréal Victoire | PWHL | 29 | 0 | 3 | 3 | 0.103 | — | — | — | — |
| 2025-26 | Montréal Victoire | PWHL | 29 | 3 | 2 | 5 | 0.172 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Colgate | D1 | ECAC-W | GR | 40 | 17 | 25 | 42 | 1.050 |
| 2022-23 | Colgate | D1 | ECAC-W | SR | 39 | 20 | 17 | 37 | 0.949 |
| 2021-22 | Colgate | D1 | ECAC-W | JR | 39 | 20 | 22 | 42 | 1.077 |
| 2020-21 | Wisconsin | D1 | — | — | 21 | 2 | 3 | 5 | 0.238 |
| 2019-20 | Wisconsin | D1 | — | — | 36 | 3 | 3 | 6 | 0.167 |
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.