| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Shattuck St. Mary's 16U | USHS-W | 21 | 7 | 15 | 22 | 1.048 | 0.3050 | 0.3050 | — | — |
| 2021-22 | Shattuck St. Mary's 16U | USHS-W | 49 | 19 | 36 | 55 | 1.122 | 0.3267 | 0.3570 | — | — |
| 2022-23 | Shattuck St. Mary's 16U | USHS-W | 61 | 16 | 35 | 51 | 0.836 | 0.2434 | 0.2508 | — | — |
| 2023-24 | Shattuck St. Mary's Prep | USHS-W | 57 | 8 | 13 | 21 | 0.368 | 0.1072 | 0.1040 | — | — |
| 2024-25 | Shattuck St. Mary's Prep | USHS-W | 43 | 17 | 13 | 30 | 0.698 | 0.2031 | 0.1908 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Yale | D1 | ECAC-W | — | 30 | 1 | 3 | 4 | 0.133 |
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.