| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | East Coast Wizards | EHL | 19 | 1 | 1 | 2 | 0.105 | 0.0226 | 0.0236 | 0.0516 | 0.0539 |
| 2016-17 | Valley Jr. Warriors | EHL | 8 | 1 | 2 | 3 | 0.375 | 0.0805 | 0.0805 | 0.1836 | 0.1837 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wentworth | D3 | CNE | SR | 4 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Wentworth | D3 | CNE | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Wentworth | D3 | CNE | SO | 4 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Wentworth | D3 | CNE | FR | 2 | 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.