| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Maple Grove | USHS-MN | 20 | 4 | 6 | 10 | 0.500 | 0.1346 | 0.1346 | 0.1215 | 0.1215 |
| 2021-22 | Maple Grove | USHS-MN | 31 | 29 | 31 | 60 | 1.935 | 0.5210 | 0.5210 | — | — |
| 2022-23 | Madison Capitols | USHL | 26 | 10 | 8 | 18 | 0.692 | 0.4256 | 0.4455 | 2.0397 | 2.1348 |
| 2023-24 | Madison Capitols | USHL | 42 | 5 | 15 | 20 | 0.476 | 0.2927 | 0.2918 | 1.4030 | 1.3988 |
| 2024-25 | Madison Capitols | USHL | 57 | 22 | 21 | 43 | 0.754 | 0.4637 | 0.4386 | 2.2226 | 2.1025 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin | D1 | BigTen | FR | 27 | 5 | 8 | 13 | 0.481 |
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.