| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Boston Jr. Bandits | EHL | 41 | 9 | 9 | 18 | 0.439 | 0.0642 | 0.0639 | 0.2152 | 0.2143 |
| 2016-17 | Boston Jr. Bandits | EHL | 42 | 10 | 16 | 26 | 0.619 | 0.0906 | 0.0861 | 0.3035 | 0.2885 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wilkes | D3 | MAC | — | 22 | 4 | 12 | 16 | 0.727 |
| 2019-20 | Wilkes | D1 | — | JR | 27 | 19 | 13 | 32 | 1.185 |
| 2019-20 | Wilkes | D3 | MAC | — | 27 | 19 | 13 | 32 | 1.185 |
| 2018-19 | Wilkes | D1 | — | SO | 26 | 11 | 17 | 28 | 1.077 |
| 2018-19 | Wilkes | D3 | MAC | — | 26 | 11 | 17 | 28 | 1.077 |
| 2017-18 | Nazareth | D3 | UCHC | — | 1 | 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.