| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | MN Lakers 14U AAA | mnhp-14u | 19 | 3 | 4 | 7 | 0.368 | — | — | — | — |
| 2024-25 | Shattuck St. Mary's 16U AAA | 16u-aaa | 54 | 10 | 23 | 33 | 0.611 | — | — | — | — |
| 2025-26 | Shattuck St. Mary's 18U Prep | ushs-prep | 44 | 12 | 19 | 31 | 0.705 | — | — | — | — |
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.