| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Orono High | USHS-MN-W | 24 | 5 | 29 | 34 | 1.417 | 0.2275 | 0.2275 | — | — |
| 2020-21 | Orono High | USHS-MN-W | 20 | 8 | 25 | 33 | 1.650 | 0.2650 | 0.2650 | — | — |
| 2021-22 | Orono High | USHS-MN-W | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2022-23 | Orono High | USHS-MN-W | 30 | 5 | 34 | 39 | 1.300 | 0.2088 | 0.2088 | — | — |
| 2023-24 | Orono High | USHS-MN-W | 30 | 9 | 32 | 41 | 1.367 | 0.2195 | 0.2195 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin | D1 | WCHA-W | SO | 21 | 1 | 1 | 2 | 0.095 |
| 2024-25 | Wisconsin | D1 | WCHA-W | FR | 6 | 0 | 1 | 1 | 0.167 |
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.