| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Potomac Patriots | USPHL-Elite | 44 | 12 | 19 | 31 | 0.705 | 0.0845 | 0.0832 | 0.1618 | 0.1592 |
| 2017-18 | Potomac Patriots | USPHL-Premier | 44 | 7 | 14 | 21 | 0.477 | 0.0642 | 0.0602 | 0.1625 | 0.1523 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wesleyan | D3 | NESCAC | SR | 14 | 0 | 2 | 2 | 0.143 |
| 2020-21 | Wesleyan | D3 | NESCAC | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Wesleyan | D3 | NESCAC | SO | 2 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Wesleyan | D3 | NESCAC | 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.