| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Bismarck Blizzard | USHS-W | 25 | 17 | 23 | 40 | 1.600 | 0.4658 | 0.5205 | — | — |
| 2019-20 | Bismarck Blizzard | USHS-W | 26 | 31 | 37 | 68 | 2.615 | 0.7613 | 0.7613 | — | — |
| 2020-21 | Andover High | USHS-MN-W | 23 | 18 | 17 | 35 | 1.522 | 0.2444 | 0.2444 | — | — |
| 2021-22 | Andover High | USHS-MN-W | 30 | 25 | 36 | 61 | 2.033 | 0.3265 | 0.3054 | — | — |
| 2022-23 | Andover High | USHS-MN-W | 20 | 18 | 22 | 40 | 2.000 | 0.3212 | 0.2851 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Thomas | D1 | CHA-W | JR | 36 | 5 | 14 | 19 | 0.528 |
| 2024-25 | St. Thomas | D1 | CHA-W | SO | 36 | 10 | 11 | 21 | 0.583 |
| 2023-24 | St. Thomas | D1 | CHA-W | FR | 37 | 6 | 8 | 14 | 0.378 |
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.