| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Edina High | USHS-MN-W | 25 | 7 | 21 | 28 | 1.120 | 0.1799 | 0.1799 | — | — |
| 2019-20 | Edina High | USHS-MN-W | 25 | 10 | 27 | 37 | 1.480 | 0.2377 | 0.2377 | — | — |
| 2020-21 | Edina High | USHS-MN-W | 21 | 12 | 31 | 43 | 2.048 | 0.3288 | 0.3288 | — | — |
| 2021-22 | Edina High | USHS-MN-W | 30 | 16 | 32 | 48 | 1.600 | 0.2570 | 0.2570 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin | D1 | WCHA-W | SR | 39 | 4 | 17 | 21 | 0.538 |
| 2024-25 | Wisconsin | D1 | WCHA-W | JR | 41 | 4 | 10 | 14 | 0.342 |
| 2023-24 | Wisconsin | D1 | WCHA-W | SO | 41 | 5 | 15 | 20 | 0.488 |
| 2022-23 | Wisconsin | D1 | WCHA-W | FR | 41 | 6 | 14 | 20 | 0.488 |
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.