| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Stanstead College Varsity (W) | CAHS-W | 45 | 34 | 34 | 68 | 1.511 | 0.5422 | 0.5422 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin | D1 | WCHA-W | GR | 34 | 2 | 16 | 18 | 0.529 |
| 2024-25 | Wisconsin | D1 | WCHA-W | SR | 41 | 8 | 10 | 18 | 0.439 |
| 2023-24 | Wisconsin | D1 | WCHA-W | JR | 41 | 6 | 16 | 22 | 0.537 |
| 2022-23 | Wisconsin | D1 | WCHA-W | SO | 39 | 1 | 6 | 7 | 0.179 |
| 2021-22 | Wisconsin | D1 | — | FR | 6 | 1 | 2 | 3 | 0.500 |
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.