| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Andover High | USHS-MN-W | 24 | 10 | 4 | 14 | 0.583 | 0.0937 | 0.0937 | — | — |
| 2020-21 | Andover High | USHS-MN-W | 23 | 27 | 30 | 57 | 2.478 | 0.3980 | 0.3980 | — | — |
| 2021-22 | Andover High | USHS-MN-W | 30 | 31 | 43 | 74 | 2.467 | 0.3962 | 0.3962 | — | — |
| 2022-23 | Andover High | USHS-MN-W | 29 | 41 | 37 | 78 | 2.690 | 0.4320 | 0.3834 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Thomas | D1 | CHA-W | JR | 36 | 8 | 20 | 28 | 0.778 |
| 2024-25 | St. Thomas | D1 | CHA-W | SO | 36 | 6 | 11 | 17 | 0.472 |
| 2023-24 | St. Thomas | D1 | CHA-W | FR | 37 | 11 | 13 | 24 | 0.649 |
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.