| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Carleton Place Canadians | CCHL | 60 | 1 | 16 | 17 | 0.283 | 0.0809 | 0.0812 | 0.2193 | 0.2200 |
| 2010-11 | Carleton Place Canadians | CCHL | 62 | 2 | 15 | 17 | 0.274 | 0.0783 | 0.0747 | 0.2123 | 0.2025 |
| 2011-12 | Carleton Place Canadians | CCHL | 62 | 2 | 18 | 20 | 0.323 | 0.0921 | 0.0831 | 0.2497 | 0.2253 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Amherst | D3 | NESCAC | SR | 24 | 1 | 5 | 6 | 0.250 |
| 2014-15 | Amherst | D3 | NESCAC | JR | 28 | 0 | 4 | 4 | 0.143 |
| 2013-14 | Amherst | D3 | NESCAC | SO | 27 | 1 | 5 | 6 | 0.222 |
| 2012-13 | Amherst | D3 | NESCAC | FR | 14 | 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.