| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Whitecourt Wolverines | AJHL | 3 | 0 | 1 | 1 | 0.333 | 0.1118 | 0.1288 | 0.3084 | 0.3554 |
| 2014-15 | Whitecourt Wolverines | AJHL | 52 | 14 | 13 | 27 | 0.519 | 0.1741 | 0.1914 | 0.4805 | 0.5282 |
| 2015-16 | Whitecourt Wolverines | AJHL | 56 | 26 | 34 | 60 | 1.071 | 0.3593 | 0.3783 | 0.9915 | 1.0438 |
| 2016-17 | Whitecourt Wolverines | AJHL | 56 | 26 | 43 | 69 | 1.232 | 0.4132 | 0.4149 | 1.1402 | 1.1449 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | American International | D1 | AHA | GR | 36 | 12 | 19 | 31 | 0.861 |
| 2020-21 | American International | D1 | AHA | SR | 6 | 2 | 2 | 4 | 0.667 |
| 2019-20 | Alaska Fairbanks | D1 | WCHA | JR | 36 | 9 | 12 | 21 | 0.583 |
| 2018-19 | Alaska Fairbanks | D1 | WCHA | SO | 33 | 2 | 3 | 5 | 0.151 |
| 2017-18 | Alaska Fairbanks | D1 | WCHA | FR | 32 | 2 | 5 | 7 | 0.219 |
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.