| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Jersey Hitmen | USPHL-Premier | 39 | 15 | 20 | 35 | 0.897 | 0.1208 | 0.1204 | 0.3055 | 0.3045 |
| 2018-19 | Philadelphia Little Flyers | EHL | 43 | 30 | 41 | 71 | 1.651 | 0.3543 | 0.3415 | 0.8086 | 0.7795 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Stevenson | D3 | MAC | SR | 23 | 8 | 22 | 30 | 1.304 |
| 2021-22 | Stevenson | D3 | MAC | JR | 11 | 5 | 9 | 14 | 1.273 |
| 2020-21 | Stevenson | D3 | MAC | SO | 13 | 4 | 8 | 12 | 0.923 |
| 2019-20 | Stevenson | D3 | MAC | FR | 27 | 13 | 18 | 31 | 1.148 |
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.