| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Rochester Lourdes High (W) | USHS-MN-W | 17 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Rochester Lourdes High (W) | USHS-MN-W | 23 | 1 | 0 | 1 | 0.043 | 0.0070 | 0.0077 | — | — |
| 2019-20 | Rochester Lourdes High (W) | USHS-MN-W | 25 | 7 | 10 | 17 | 0.680 | 0.1092 | 0.1092 | — | — |
| 2020-21 | Shattuck St. Mary's 16U | USHS-W | 31 | 8 | 5 | 13 | 0.419 | 0.1221 | 0.1221 | — | — |
| 2021-22 | Shattuck St. Mary's Prep | USHS-W | 60 | 21 | 21 | 42 | 0.700 | 0.2038 | 0.2033 | — | — |
| 2022-23 | Shattuck St. Mary's Prep | USHS-W | 52 | 32 | 23 | 55 | 1.058 | 0.3079 | 0.2879 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Cornell | D1 | ECAC-W | — | 33 | 5 | 13 | 18 | 0.545 |
| 2024-25 | Cornell | D1 | ECAC-W | — | 35 | 7 | 8 | 15 | 0.429 |
| 2023-24 | Ohio State | D1 | WCHA-W | — | 21 | 1 | 1 | 2 | 0.095 |
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.