| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | St. Croix Valley Fusion | USHS-W | 17 | 12 | 8 | 20 | 1.177 | 0.3425 | 0.3425 | — | — |
| 2021-22 | Team Wisconsin 16U AAA | 16U-AAA-W | 33 | 10 | 8 | 18 | 0.545 | 0.2198 | 0.2140 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Maine | D1 | HEA-W | SO | 36 | 2 | 4 | 6 | 0.167 |
| 2024-25 | Maine | D1 | HEA-W | FR | 33 | 4 | 6 | 10 | 0.303 |
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.