| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Philadelphia Revolution | EHLP | 7 | 1 | 3 | 4 | 0.571 | 0.0655 | 0.0690 | 0.1288 | 0.1357 |
| 2017-18 | Philadelphia Revolution | EHL | 25 | 4 | 6 | 10 | 0.400 | 0.0924 | 0.0982 | 0.1957 | 0.2079 |
| 2018-19 | Philadelphia Revolution | EHL | 10 | 4 | 2 | 6 | 0.600 | 0.1386 | 0.1403 | 0.2936 | 0.2972 |
| 2019-20 | Philadelphia Revolution | EHL | 44 | 19 | 26 | 45 | 1.023 | 0.2362 | 0.2362 | 0.5004 | 0.5004 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Alvernia | D3 | MAC | — | 14 | 1 | 3 | 4 | 0.286 |
| 2020-21 | Stevenson | D1 | MAC | FR | 6 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Stevenson | D3 | MAC | — | 6 | 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.