| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Kenai River Brown Bears | NAHL | 10 | 0 | 1 | 1 | 0.100 | 0.0371 | 0.0372 | 0.1059 | 0.1061 |
| 2015-16 | Hampton Roads Whalers | USPHL-Elite | 44 | 30 | 31 | 61 | 1.386 | 0.1662 | 0.1588 | 0.3183 | 0.3041 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Utica | D3 | UCHC | SR | 3 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Utica | D3 | UCHC | JR | 22 | 3 | 5 | 8 | 0.364 |
| 2017-18 | Utica | D3 | UCHC | SO | 23 | 8 | 10 | 18 | 0.783 |
| 2016-17 | Utica | D3 | UCHC | FR | 9 | 1 | 1 | 2 | 0.222 |
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.