| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Fargo North/South High | USHS-W | 24 | 28 | 21 | 49 | 2.042 | 0.5943 | 0.6028 | — | — |
| 2020-21 | Fargo North/South High | USHS-W | 21 | 30 | 13 | 43 | 2.048 | 0.5961 | 0.5961 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | St. Cloud State | D1 | WCHA-W | — | 34 | 5 | 5 | 10 | 0.294 |
| 2023-24 | St. Thomas | D1 | CHA-W | JR | 36 | 6 | 2 | 8 | 0.222 |
| 2022-23 | St. Thomas | D1 | CHA-W | SO | 36 | 2 | 3 | 5 | 0.139 |
| 2021-22 | St. Thomas | D1 | CHA-W | FR | 33 | 5 | 8 | 13 | 0.394 |
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.