| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Hampton Roads Whalers | USPHL-Elite | 44 | 26 | 68 | 94 | 2.136 | 0.2562 | 0.2712 | 0.4905 | 0.5193 |
| 2017-18 | — | NAHL | 13 | 2 | 3 | 5 | 0.385 | 0.1428 | 0.1450 | 0.4072 | 0.4133 |
| 2018-19 | Hampton Roads Whalers | USPHL-Premier | 43 | 33 | 60 | 93 | 2.163 | 0.2911 | 0.2790 | 0.7362 | 0.7055 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Utica | D3 | UCHC | SR | 29 | 8 | 17 | 25 | 0.862 |
| 2021-22 | Utica | D3 | UCHC | JR | 29 | 11 | 26 | 37 | 1.276 |
| 2020-21 | Utica | D3 | UCHC | SO | 10 | 5 | 9 | 14 | 1.400 |
| 2019-20 | Utica | D3 | UCHC | FR | 29 | 13 | 29 | 42 | 1.448 |
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.