| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Hampton Roads Whalers | USPHL-Elite | 18 | 2 | 12 | 14 | 0.778 | 0.0718 | 0.0752 | 0.1781 | 0.1864 |
| 2017-18 | Hampton Roads Whalers | USPHL-Premier | 41 | 11 | 25 | 36 | 0.878 | 0.1148 | 0.1147 | 0.2980 | 0.2978 |
| 2018-19 | Hampton Roads Whalers | USPHL-Premier | 42 | 18 | 26 | 44 | 1.048 | 0.1370 | 0.1296 | 0.3556 | 0.3365 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Manhattanville | D1 | UCHC | FR | 14 | 1 | 2 | 3 | 0.214 |
| 2019-20 | Manhattanville | D3 | UCHC | — | 14 | 1 | 2 | 3 | 0.214 |
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.