| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Philadelphia Rebels | NAHL | 5 | 1 | 0 | 1 | 0.200 | 0.0743 | 0.0736 | 0.2118 | 0.2098 |
| 2018-19 | Wilkes-Barre/Scranton Knights | NAHL | 15 | 1 | 1 | 2 | 0.133 | 0.0495 | 0.0468 | 0.1411 | 0.1335 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Stevenson | D3 | MAC | SR | 27 | 6 | 7 | 13 | 0.481 |
| 2021-22 | Stevenson | D3 | MAC | JR | 26 | 2 | 7 | 9 | 0.346 |
| 2020-21 | Stevenson | D3 | MAC | SO | 16 | 5 | 4 | 9 | 0.562 |
| 2019-20 | Stevenson | D3 | MAC | FR | 0 | 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.