| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Notre Dame Hounds | SJHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2010-11 | Vernon Vipers | BCHL | 56 | 12 | 16 | 28 | 0.500 | 0.1926 | 0.2051 | 0.7277 | 0.7750 |
| 2011-12 | — | BCHL | 60 | 16 | 25 | 41 | 0.683 | 0.2633 | 0.2660 | 0.9944 | 1.0044 |
| 2012-13 | West Kelowna Warriors | BCHL | 56 | 33 | 37 | 70 | 1.250 | 0.4816 | 0.4637 | 1.8191 | 1.7514 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Alaska Fairbanks | D1 | WCHA | SR | 33 | 9 | 10 | 19 | 0.576 |
| 2015-16 | Alaska Fairbanks | D1 | WCHA | JR | 36 | 8 | 10 | 18 | 0.500 |
| 2014-15 | Alaska Fairbanks | D1 | WCHA | SO | 34 | 12 | 12 | 24 | 0.706 |
| 2013-14 | Alaska Fairbanks | D1 | WCHA | — | 37 | 12 | 14 | 26 | 0.703 |
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.