| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Prince George Spruce Kings | BCHL | 56 | 9 | 18 | 27 | 0.482 | 0.1858 | 0.1913 | 0.7016 | 0.7223 |
| 2013-14 | Prince George Spruce Kings | BCHL | 58 | 29 | 33 | 62 | 1.069 | 0.4119 | 0.4050 | 1.5557 | 1.5297 |
| 2014-15 | Prince George Spruce Kings | BCHL | 59 | 22 | 36 | 58 | 0.983 | 0.3788 | 0.3548 | 1.4307 | 1.3401 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Alaska Fairbanks | D1 | WCHA | SR | 33 | 2 | 9 | 11 | 0.333 |
| 2017-18 | Alaska Fairbanks | D1 | WCHA | JR | 36 | 4 | 14 | 18 | 0.500 |
| 2016-17 | Alaska Fairbanks | D1 | WCHA | SO | 36 | 8 | 13 | 21 | 0.583 |
| 2015-16 | Alaska Fairbanks | D1 | WCHA | FR | 22 | 3 | 2 | 5 | 0.227 |
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.