| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | — | SJHL | 49 | 12 | 19 | 31 | 0.633 | 0.1621 | 0.1786 | 0.4769 | 0.5255 |
| 2010-11 | Nipawin Hawks | SJHL | 43 | 17 | 15 | 32 | 0.744 | 0.1907 | 0.2006 | 0.5610 | 0.5902 |
| 2011-12 | Bonnyville Pontiacs | AJHL | 57 | 24 | 26 | 50 | 0.877 | 0.2942 | 0.2906 | 0.8118 | 0.8020 |
| 2012-13 | Bonnyville Pontiacs | AJHL | 49 | 22 | 26 | 48 | 0.980 | 0.3286 | 0.3078 | 0.9065 | 0.8490 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Alaska Anchorage | D1 | WCHA | JR | 10 | 0 | 2 | 2 | 0.200 |
| 2014-15 | Alaska Anchorage | D1 | WCHA | — | 0 | 0 | 0 | 0 | 0.000 |
| 2013-14 | Alaska Anchorage | D1 | WCHA | FR | 28 | 2 | 2 | 4 | 0.143 |
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.