| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Hampton Roads Whalers | USPHL-Premier | 41 | 10 | 10 | 20 | 0.488 | 0.0657 | 0.0657 | 0.1660 | 0.1660 |
| 2020-21 | Hampton Roads Whalers | USPHL-Premier | 41 | 18 | 17 | 35 | 0.854 | 0.1149 | 0.1149 | 0.2906 | 0.2906 |
| 2021-22 | Hampton Roads Whalers | USPHL-Premier | 39 | 20 | 26 | 46 | 1.179 | 0.1588 | 0.1468 | 0.4015 | 0.3711 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Fredonia | D3 | SUNYAC | FR | 4 | 0 | 0 | 0 | 0.000 |
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.