| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | South St. Paul High (W) | USHS-MN-W | 20 | 5 | 4 | 9 | 0.450 | 0.0723 | 0.0723 | — | — |
| 2021-22 | South St. Paul High (W) | USHS-MN-W | 30 | 9 | 16 | 25 | 0.833 | 0.1338 | 0.1338 | — | — |
| 2022-23 | South St. Paul High (W) | USHS-MN-W | 30 | 24 | 31 | 55 | 1.833 | 0.2944 | 0.2944 | — | — |
| 2023-24 | South St. Paul High (W) | USHS-MN-W | 27 | 27 | 36 | 63 | 2.333 | 0.3747 | 0.3747 | — | — |
| 2024-25 | South St. Paul High (W) | USHS-MN-W | 27 | 20 | 23 | 43 | 1.593 | 0.2558 | 0.2558 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Cornell | D1 | ECAC-W | — | 30 | 0 | 1 | 1 | 0.033 |
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.