| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | East Grand Forks High (W) | USHS-MN-W | 24 | 11 | 4 | 15 | 0.625 | 0.1004 | 0.1004 | — | — |
| 2019-20 | East Grand Forks High (W) | USHS-MN-W | 23 | 23 | 12 | 35 | 1.522 | 0.2444 | 0.2444 | — | — |
| 2020-21 | Warroad High (W) | USHS-MN-W | 22 | 21 | 20 | 41 | 1.864 | 0.2993 | 0.2993 | — | — |
| 2021-22 | Warroad High (W) | USHS-MN-W | 30 | 48 | 38 | 86 | 2.867 | 0.4604 | 0.4604 | — | — |
| 2022-23 | Warroad High (W) | USHS-MN-W | 30 | 38 | 60 | 98 | 3.267 | 0.5246 | 0.5246 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bemidji State | D1 | CHA-W | — | 36 | 2 | 11 | 13 | 0.361 |
| 2024-25 | Bemidji State | D1 | CHA-W | — | 37 | 3 | 8 | 11 | 0.297 |
| 2023-24 | Bemidji State | D1 | CHA-W | — | 36 | 2 | 4 | 6 | 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.