| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2006-07 | Spruce Grove Saints | AJHL | 11 | 0 | 5 | 5 | 0.455 | 0.1524 | 0.1619 | 0.4212 | 0.4474 |
| 2007-08 | — | AJHL | 50 | 2 | 15 | 17 | 0.340 | 0.1140 | 0.1148 | 0.3151 | 0.3173 |
| 2008-09 | Grande Prairie Storm | AJHL | 52 | 7 | 21 | 28 | 0.538 | 0.1806 | 0.1743 | 0.4991 | 0.4818 |
| 2009-10 | Grande Prairie Storm | AJHL | 59 | 7 | 34 | 41 | 0.695 | 0.2331 | 0.2131 | 0.6440 | 0.5888 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Manhattanville | D3 | UCHC | SR | 27 | 5 | 2 | 7 | 0.259 |
| 2012-13 | Manhattanville | D3 | UCHC | JR | 28 | 5 | 6 | 11 | 0.393 |
| 2011-12 | Manhattanville | D3 | — | SO | 24 | 3 | 7 | 10 | 0.417 |
| 2010-11 | Manhattanville | D3 | — | FR | 20 | 3 | 7 | 10 | 0.500 |
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.