| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Roseville High | USHS-MN-W | 22 | 5 | 4 | 9 | 0.409 | 0.0618 | 0.0618 | — | — |
| 2020-21 | Roseville High | USHS-MN-W | 20 | 4 | 4 | 8 | 0.400 | 0.0604 | 0.0604 | — | — |
| 2021-22 | Roseville High | USHS-MN-W | 27 | 10 | 11 | 21 | 0.778 | 0.1174 | 0.1174 | — | — |
| 2022-23 | Roseville/Mahtomedi High | USHS-MN-W | 26 | 10 | 10 | 20 | 0.769 | 0.1161 | 0.1121 | — | — |
| 2023-24 | Roseville/Mahtomedi High | USHS-MN-W | 26 | 11 | 17 | 28 | 1.077 | 0.1626 | 0.1501 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Augsburg | D3 | MIAC | — | 27 | 3 | 10 | 13 | 0.481 |
| 2024-25 | Augsburg | D3 | MIAC | — | 29 | 7 | 9 | 16 | 0.552 |
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.