| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Breck School (W) | USHS-MN-W | 25 | 2 | 7 | 9 | 0.360 | 0.0578 | 0.0578 | — | — |
| 2019-20 | Breck School (W) | USHS-MN-W | 25 | 7 | 13 | 20 | 0.800 | 0.1285 | 0.1285 | — | — |
| 2020-21 | Breck School (W) | USHS-MN-W | 19 | 1 | 6 | 7 | 0.368 | 0.0592 | 0.0592 | — | — |
| 2021-22 | Minnetonka High (W) | USHS-MN-W | 31 | 10 | 20 | 30 | 0.968 | 0.1554 | 0.1554 | — | — |
| 2022-23 | Minnetonka High (W) | USHS-MN-W | 26 | 5 | 12 | 17 | 0.654 | 0.1050 | 0.1050 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bemidji State | D1 | CHA-W | — | 36 | 0 | 2 | 2 | 0.056 |
| 2024-25 | Minnesota | D1 | WCHA-W | SO | 3 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Minnesota | D1 | WCHA-W | FR | 24 | 0 | 0 | 0 | 0.000 |
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.