| 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 | 31 | 19 | 15 | 34 | 1.097 | 0.3193 | 0.3193 | — | — |
| 2021-22 | Shattuck St. Mary's Prep | USHS-W | 60 | 46 | 23 | 69 | 1.150 | 0.3348 | 0.3478 | — | — |
| 2022-23 | Shattuck St. Mary's Prep | USHS-W | 48 | 39 | 38 | 77 | 1.604 | 0.4670 | 0.4561 | — | — |
| 2023-24 | Shattuck St. Mary's Prep | USHS-W | 54 | 53 | 26 | 79 | 1.463 | 0.4259 | 0.3902 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin | D1 | WCHA-W | SO | 41 | 13 | 15 | 28 | 0.683 |
| 2024-25 | Wisconsin | D1 | WCHA-W | FR | 36 | 13 | 5 | 18 | 0.500 |
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.