| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Rochester Lourdes High (W) | USHS-MN-W | 25 | 9 | 14 | 23 | 0.920 | 0.1478 | 0.1478 | — | — |
| 2020-21 | Shattuck St. Mary's 16U | USHS-W | 31 | 9 | 9 | 18 | 0.581 | 0.1690 | 0.1690 | — | — |
| 2021-22 | Shattuck St. Mary's 16U | USHS-W | 48 | 12 | 26 | 38 | 0.792 | 0.2305 | 0.2473 | — | — |
| 2022-23 | Shattuck St. Mary's 16U | USHS-W | 60 | 32 | 40 | 72 | 1.200 | 0.3493 | 0.3530 | — | — |
| 2023-24 | Shattuck St. Mary's Prep | USHS-W | 52 | 6 | 9 | 15 | 0.288 | 0.0840 | 0.0798 | — | — |
| 2024-25 | Shattuck St. Mary's Prep | USHS-W | 46 | 13 | 22 | 35 | 0.761 | 0.2215 | 0.2037 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Princeton | D1 | ECAC-W | — | 32 | 3 | 0 | 3 | 0.094 |
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.