| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Brockville Braves | CCHL | 62 | 23 | 28 | 51 | 0.823 | 0.2348 | 0.2274 | 0.6368 | 0.6168 |
| 2011-12 | Dubuque Fighting Saints | USHL | 25 | 1 | 2 | 3 | 0.120 | 0.0764 | 0.0695 | 0.3596 | 0.3270 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Hamilton | D3 | NESCAC | SR | 22 | 3 | 4 | 7 | 0.318 |
| 2014-15 | Hamilton | D3 | NESCAC | JR | 25 | 9 | 11 | 20 | 0.800 |
| 2013-14 | Hamilton | D3 | NESCAC | SO | 23 | 8 | 13 | 21 | 0.913 |
| 2012-13 | Hamilton | D3 | NESCAC | FR | 9 | 2 | 6 | 8 | 0.889 |
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.