| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Atlanta Kings | USPHL-Elite | 2 | 1 | 0 | 1 | 0.500 | 0.0600 | 0.0668 | 0.1148 | 0.1278 |
| 2015-16 | Atlanta Kings | USPHL-Elite | 14 | 1 | 3 | 4 | 0.286 | 0.0343 | 0.0366 | 0.0656 | 0.0700 |
| 2017-18 | Philadelphia Little Flyers | EHL | 48 | 18 | 24 | 42 | 0.875 | 0.1878 | 0.1839 | 0.4285 | 0.4196 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Wilkes | D3 | MAC | GR | 26 | 3 | 3 | 6 | 0.231 |
| 2021-22 | Wilkes | D3 | MAC | SR | 13 | 0 | 6 | 6 | 0.462 |
| 2020-21 | Wilkes | D3 | MAC | JR | 4 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Wilkes | D3 | MAC | SO | 27 | 5 | 7 | 12 | 0.444 |
| 2018-19 | Wilkes | D3 | MAC | FR | 12 | 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.