| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2007-08 | Bonnyville Pontiacs | AJHL | 60 | 7 | 10 | 17 | 0.283 | 0.0950 | 0.0912 | 0.2626 | 0.2522 |
| 2008-09 | Battlefords North Stars | SJHL | 47 | 5 | 17 | 22 | 0.468 | 0.1199 | 0.1108 | 0.3469 | 0.3206 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Fredonia | D3 | — | SR | 26 | 3 | 3 | 6 | 0.231 |
| 2011-12 | Fredonia | D3 | — | JR | 13 | 0 | 4 | 4 | 0.308 |
| 2010-11 | Fredonia | D3 | — | SO | 27 | 0 | 7 | 7 | 0.259 |
| 2009-10 | Fredonia | D3 | — | FR | 19 | 3 | 4 | 7 | 0.368 |
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.