| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Grand Rapids-Greenway | USHS-MN-W | 24 | 12 | 19 | 31 | 1.292 | 0.2074 | 0.2074 | — | — |
| 2020-21 | Grand Rapids-Greenway | USHS-MN-W | 20 | 31 | 25 | 56 | 2.800 | 0.4497 | 0.4497 | — | — |
| 2021-22 | Grand Rapids-Greenway | USHS-MN-W | 27 | 49 | 25 | 74 | 2.741 | 0.4402 | 0.4402 | — | — |
| 2022-23 | Grand Rapids-Greenway | USHS-MN-W | 28 | 44 | 29 | 73 | 2.607 | 0.4187 | 0.4183 | — | — |
| 2023-24 | Grand Rapids-Greenway | USHS-MN-W | 28 | 39 | 22 | 61 | 2.179 | 0.3499 | 0.3349 | — | — |
| 2024-25 | Grand Rapids-Greenway | USHS-MN-W | 28 | 58 | 28 | 86 | 3.071 | 0.4933 | 0.4532 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Minnesota | D1 | WCHA-W | — | 38 | 19 | 10 | 29 | 0.763 |
| 2025-26 | Minnesota State | D1 | CHA-W | FR | 38 | 19 | 10 | 29 | 0.763 |
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.