| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Indiana Ice | USHL | 8 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2012-13 | Carleton Place Canadians | CCHL | 37 | 5 | 18 | 23 | 0.622 | 0.1774 | 0.1608 | 0.4812 | 0.4362 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Utica | D3 | UCHC | SO | 23 | 1 | 4 | 5 | 0.217 |
| 2013-14 | Utica | D3 | UCHC | FR | 14 | 1 | 3 | 4 | 0.286 |
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.