| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Philadelphia Rebels | NAHL | 59 | 10 | 22 | 32 | 0.542 | 0.2014 | 0.1976 | 0.5743 | 0.5635 |
| 2017-18 | Philadelphia Rebels | NAHL | 59 | 22 | 26 | 48 | 0.814 | 0.3021 | 0.2815 | 0.8614 | 0.8027 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Stevenson | D3 | MAC | SR | 26 | 10 | 16 | 26 | 1.000 |
| 2020-21 | Stevenson | D3 | MAC | JR | 16 | 4 | 13 | 17 | 1.062 |
| 2019-20 | Stevenson | D3 | MAC | SO | 26 | 7 | 23 | 30 | 1.154 |
| 2018-19 | Stevenson | D3 | MAC | FR | 25 | 3 | 12 | 15 | 0.600 |
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.