| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Carolina Jr. Hurricanes | USPHL-Elite | 37 | 4 | 6 | 10 | 0.270 | 0.0324 | 0.0330 | 0.0621 | 0.0633 |
| 2015-16 | Portland Jr. Pirates | USPHL-Elite | 41 | 5 | 14 | 19 | 0.463 | 0.0556 | 0.0540 | 0.1064 | 0.1034 |
| 2016-17 | Hampton Roads Whalers | USPHL-Elite | 40 | 9 | 31 | 40 | 1.000 | 0.1199 | 0.1097 | 0.2296 | 0.2100 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Utica | D3 | UCHC | GR | 12 | 0 | 2 | 2 | 0.167 |
| 2020-21 | Utica | D3 | UCHC | SR | 10 | 0 | 5 | 5 | 0.500 |
| 2019-20 | Utica | D3 | UCHC | JR | 27 | 3 | 16 | 19 | 0.704 |
| 2018-19 | Utica | D3 | UCHC | SO | 17 | 1 | 4 | 5 | 0.294 |
| 2017-18 | Utica | D3 | UCHC | FR | 6 | 0 | 2 | 2 | 0.333 |
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.