| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Drumheller Dragons | AJHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2013-14 | Drumheller Dragons | AJHL | 3 | 0 | 1 | 1 | 0.333 | 0.1118 | 0.1234 | 0.3084 | 0.3404 |
| 2014-15 | Drumheller Dragons | AJHL | 55 | 9 | 7 | 16 | 0.291 | 0.0976 | 0.1025 | 0.2691 | 0.2827 |
| 2015-16 | — | AJHL | 56 | 11 | 36 | 47 | 0.839 | 0.2815 | 0.2827 | 0.7765 | 0.7798 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Alaska Fairbanks | D1 | WCHA | — | 35 | 5 | 9 | 14 | 0.400 |
| 2018-19 | Alaska Fairbanks | D1 | WCHA | — | 35 | 6 | 14 | 20 | 0.571 |
| 2017-18 | Alaska Fairbanks | D1 | WCHA | — | 35 | 5 | 6 | 11 | 0.314 |
| 2016-17 | Alaska Fairbanks | D1 | WCHA | — | 31 | 2 | 4 | 6 | 0.194 |
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.