| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Armstrong/Cooper High | USHS-MN-W | 16 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Armstrong/Cooper High | USHS-MN-W | 25 | 16 | 11 | 27 | 1.080 | 0.1631 | 0.1631 | — | — |
| 2022-23 | Armstrong/Cooper High | USHS-MN-W | 27 | 17 | 11 | 28 | 1.037 | 0.1566 | 0.1523 | — | — |
| 2023-24 | Armstrong/Cooper High | USHS-MN-W | 27 | 28 | 16 | 44 | 1.630 | 0.2461 | 0.2290 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin-Stevens Point | D3 | — | — | 14 | 2 | 0 | 2 | 0.143 |
| 2024-25 | Wisconsin-Stevens Point | D3 | — | — | 7 | 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.