| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Breck School (W) | USHS-MN-W | 25 | 11 | 20 | 31 | 1.240 | 0.1991 | 0.1991 | — | — |
| 2020-21 | Edina High | USHS-MN-W | 21 | 4 | 13 | 17 | 0.809 | 0.1300 | 0.1300 | — | — |
| 2021-22 | Edina High | USHS-MN-W | 30 | 21 | 20 | 41 | 1.367 | 0.2195 | 0.2195 | — | — |
| 2022-23 | Edina High | USHS-MN-W | 30 | 19 | 27 | 46 | 1.533 | 0.2462 | 0.2462 | — | — |
| 2023-24 | Edina High | USHS-MN-W | 31 | 28 | 29 | 57 | 1.839 | 0.2953 | 0.2953 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin | D1 | WCHA-W | SO | 40 | 2 | 6 | 8 | 0.200 |
| 2024-25 | Wisconsin | D1 | WCHA-W | FR | 40 | 4 | 8 | 12 | 0.300 |
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.