| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Hampton Roads Whalers | USPHL-Elite | 44 | 50 | 33 | 83 | 1.886 | 0.2262 | 0.2321 | 0.4331 | 0.4445 |
| 2017-18 | — | NAHL | 9 | 1 | 0 | 1 | 0.111 | 0.0413 | 0.0406 | 0.1176 | 0.1156 |
| 2018-19 | Hampton Roads Whalers | USPHL-Premier | 40 | 31 | 21 | 52 | 1.300 | 0.1750 | 0.1620 | 0.4425 | 0.4097 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Utica | D3 | UCHC | SR | 27 | 12 | 9 | 21 | 0.778 |
| 2021-22 | Utica | D3 | UCHC | JR | 29 | 19 | 17 | 36 | 1.241 |
| 2020-21 | Utica | D3 | UCHC | SO | 10 | 5 | 7 | 12 | 1.200 |
| 2019-20 | Utica | D3 | UCHC | FR | 22 | 9 | 10 | 19 | 0.864 |
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.