| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Westonka | USHS-MN | 26 | 17 | 21 | 38 | 1.462 | 0.3934 | 0.3934 | 0.3550 | 0.3550 |
| 2024-25 | Minnesota Mallards | NAHL | 7 | 0 | 1 | 1 | 0.143 | 0.0531 | 0.0611 | 0.1513 | 0.1742 |
| 2025-26 | Wisconsin Windigo | NAHL | 9 | 3 | 4 | 7 | 0.778 | 0.2888 | 0.3184 | 0.8235 | 0.9078 |
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.