| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Hampton Roads Whalers | USPHL-Elite | 44 | 8 | 28 | 36 | 0.818 | 0.0755 | 0.0748 | 0.1874 | 0.1857 |
| 2016-17 | Hampton Roads Whalers | USPHL-Elite | 42 | 15 | 26 | 41 | 0.976 | 0.0901 | 0.0841 | 0.2235 | 0.2086 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Buffalo State | D3 | SUNYAC | GR | 15 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Buffalo State | D3 | SUNYAC | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Buffalo State | D1 | SUNYAC | JR | 19 | 0 | 5 | 5 | 0.263 |
| 2019-20 | Buffalo State | D3 | SUNYAC | JR | 19 | 0 | 5 | 5 | 0.263 |
| 2018-19 | Buffalo State | D1 | SUNYAC | SO | 23 | 0 | 2 | 2 | 0.087 |
| 2018-19 | Buffalo State | D3 | SUNYAC | SO | 23 | 0 | 2 | 2 | 0.087 |
| 2017-18 | Buffalo State | D3 | SUNYAC | FR | 10 | 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.