| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Fresno Monsters | NAHL | 60 | 17 | 16 | 33 | 0.550 | 0.2042 | 0.2071 | 0.5823 | 0.5905 |
| 2012-13 | — | NAHL | 62 | 8 | 25 | 33 | 0.532 | 0.1976 | 0.1905 | 0.5636 | 0.5432 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Utica | D3 | UCHC | GR | 22 | 6 | 15 | 21 | 0.955 |
| 2016-17 | Utica | D3 | UCHC | SR | 25 | 6 | 13 | 19 | 0.760 |
| 2015-16 | Utica | D3 | UCHC | JR | 24 | 2 | 10 | 12 | 0.500 |
| 2014-15 | Utica | D3 | UCHC | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2013-14 | Utica | D3 | UCHC | FR | 14 | 2 | 1 | 3 | 0.214 |
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.