| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Minneapolis High (W) | USHS-MN-W | 24 | 7 | 11 | 18 | 0.750 | 0.1205 | 0.1205 | — | — |
| 2019-20 | Minneapolis High (W) | USHS-MN-W | 25 | 4 | 13 | 17 | 0.680 | 0.1092 | 0.1092 | — | — |
| 2020-21 | Minneapolis High (W) | USHS-MN-W | 18 | 6 | 11 | 17 | 0.944 | 0.1517 | 0.1517 | — | — |
| 2021-22 | Minneapolis High (W) | USHS-MN-W | 26 | 14 | 19 | 33 | 1.269 | 0.2038 | 0.2038 | — | — |
| 2022-23 | Minneapolis High (W) | USHS-MN-W | 27 | 24 | 20 | 44 | 1.630 | 0.2617 | 0.2617 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bemidji State | D1 | CHA-W | — | 15 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Bemidji State | D1 | CHA-W | — | 14 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Bemidji State | D1 | CHA-W | — | 25 | 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.