| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Philadelphia Revolution | EHL | 28 | 1 | 2 | 3 | 0.107 | 0.0230 | 0.0231 | 0.0524 | 0.0527 |
| 2017-18 | Philadelphia Revolution | EHL | 50 | 2 | 37 | 39 | 0.780 | 0.1674 | 0.1592 | 0.3820 | 0.3632 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Buffalo State | D3 | SUNYAC | GR | 22 | 1 | 8 | 9 | 0.409 |
| 2021-22 | Buffalo State | D3 | SUNYAC | SR | 22 | 0 | 10 | 10 | 0.455 |
| 2020-21 | Buffalo State | D3 | SUNYAC | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Buffalo State | D3 | SUNYAC | SO | 20 | 0 | 3 | 3 | 0.150 |
| 2018-19 | Buffalo State | D3 | SUNYAC | FR | 25 | 2 | 8 | 10 | 0.400 |
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.