| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Charlotte Rush | USPHL-Elite | 43 | 19 | 28 | 47 | 1.093 | 0.1009 | 0.0982 | 0.2503 | 0.2435 |
| 2017-18 | Charlotte Rush | USPHL-Premier | 44 | 22 | 55 | 77 | 1.750 | 0.2289 | 0.2119 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wilkes | D3 | MAC | — | 26 | 16 | 13 | 29 | 1.115 |
| 2020-21 | Wilkes | D1 | MAC | JR | 11 | 8 | 8 | 16 | 1.454 |
| 2020-21 | Wilkes | D3 | MAC | — | 11 | 8 | 8 | 16 | 1.454 |
| 2019-20 | Utica | D1 | UCHC | SO | 24 | 2 | 7 | 9 | 0.375 |
| 2019-20 | Utica | D3 | UCHC | — | 24 | 2 | 7 | 9 | 0.375 |
| 2018-19 | Utica | D1 | UCHC | FR | 27 | 5 | 9 | 14 | 0.518 |
| 2018-19 | Utica | D3 | UCHC | — | 27 | 5 | 9 | 14 | 0.518 |
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.