| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Washington Pride 16U AAA | JWHL-U16 | 21 | 1 | 3 | 4 | 0.191 | 0.0363 | 0.0383 | — | — |
| 2018-19 | Washington Pride 16U AAA | JWHL-U16 | 24 | 9 | 3 | 12 | 0.500 | 0.0952 | 0.0965 | — | — |
| 2019-20 | Washington Pride 19U AAA | JWHL-U19 | 21 | 11 | 8 | 19 | 0.905 | 0.3009 | 0.3009 | — | — |
| 2021-22 | Washington Pride 19U AAA | 19U-AAA-W | 61 | 47 | 50 | 97 | 1.590 | 0.5494 | 0.5327 | — | — |
| 2022-23 | Oakville Jr. Hornets | OWHL-U22 | 39 | 22 | 18 | 40 | 1.026 | 0.3585 | 0.3237 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Yale | D1 | ECAC-W | SR | 36 | 8 | 7 | 15 | 0.417 |
| 2024-25 | Yale | D1 | ECAC-W | JR | 27 | 6 | 5 | 11 | 0.407 |
| 2023-24 | Yale | D1 | ECAC-W | SO | 25 | 0 | 6 | 6 | 0.240 |
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.