| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Philadelphia Revolution | EHL | 6 | 1 | 0 | 1 | 0.167 | 0.0385 | 0.0441 | 0.0816 | 0.0935 |
| 2015-16 | Philadelphia Revolution | EHL | 41 | 14 | 23 | 37 | 0.902 | 0.2085 | 0.2297 | 0.4415 | 0.4864 |
| 2016-17 | Philadelphia Rebels | NAHL | 59 | 12 | 26 | 38 | 0.644 | 0.2366 | 0.2453 | 0.6798 | 0.7048 |
| 2017-18 | Philadelphia Rebels | NAHL | 58 | 24 | 26 | 50 | 0.862 | 0.3167 | 0.3127 | 0.9099 | 0.8983 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Hobart | D3 | SUNYAC | — | 28 | 15 | 14 | 29 | 1.036 |
| 2019-20 | Hobart | D1 | SUNYAC | SO | 28 | 7 | 9 | 16 | 0.571 |
| 2019-20 | Hobart | D3 | SUNYAC | — | 28 | 7 | 9 | 16 | 0.571 |
| 2018-19 | Hobart | D1 | SUNYAC | FR | 25 | 10 | 6 | 16 | 0.640 |
| 2018-19 | Hobart | D3 | SUNYAC | — | 25 | 10 | 6 | 16 | 0.640 |
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.