| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Breck School (W) | USHS-MN-W | 25 | 3 | 7 | 10 | 0.400 | 0.0642 | 0.0642 | — | — |
| 2018-19 | Breck School (W) | USHS-MN-W | 25 | 9 | 23 | 32 | 1.280 | 0.2056 | 0.2056 | — | — |
| 2019-20 | Breck School (W) | USHS-MN-W | 25 | 14 | 24 | 38 | 1.520 | 0.2441 | 0.2441 | — | — |
| 2020-21 | Breck School (W) | USHS-MN-W | 19 | 15 | 20 | 35 | 1.842 | 0.2958 | 0.2958 | — | — |
| 2021-22 | Minnetonka High (W) | USHS-MN-W | 30 | 22 | 36 | 58 | 1.933 | 0.3105 | 0.3105 | — | — |
| 2022-23 | Minnetonka High (W) | USHS-MN-W | 26 | 25 | 18 | 43 | 1.654 | 0.2656 | 0.2402 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Minnesota | D1 | WCHA-W | JR | 38 | 15 | 28 | 43 | 1.132 |
| 2024-25 | Minnesota | D1 | WCHA-W | SO | 42 | 8 | 19 | 27 | 0.643 |
| 2023-24 | Minnesota | D1 | WCHA-W | FR | 39 | 9 | 15 | 24 | 0.615 |
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.