| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2007-08 | Battlefords North Stars | SJHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2009-10 | Battlefords North Stars | SJHL | 54 | 10 | 20 | 30 | 0.556 | 0.1423 | 0.1480 | 0.4118 | 0.4284 |
| 2010-11 | Battlefords North Stars | SJHL | 57 | 26 | 48 | 74 | 1.298 | 0.3326 | 0.3294 | 0.9621 | 0.9528 |
| 2011-12 | Battlefords North Stars | SJHL | 57 | 42 | 44 | 86 | 1.509 | 0.3866 | 0.3619 | 1.1182 | 1.0466 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Alaska Anchorage | D1 | WCHA | SR | 34 | 8 | 16 | 24 | 0.706 |
| 2014-15 | Alaska Anchorage | D1 | WCHA | JR | 34 | 7 | 15 | 22 | 0.647 |
| 2013-14 | Alaska Anchorage | D1 | WCHA | SO | 38 | 7 | 25 | 32 | 0.842 |
| 2012-13 | Alaska Anchorage | D1 | — | FR | 36 | 9 | 16 | 25 | 0.694 |
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.