| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Cowichan Valley Capitals | BCHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2013-14 | Nanaimo Clippers | BCHL | 22 | 2 | 0 | 2 | 0.091 | 0.0354 | 0.0388 | 0.1326 | 0.1452 |
| 2014-15 | — | BCHL | 36 | 5 | 3 | 8 | 0.222 | 0.0865 | 0.0907 | 0.3240 | 0.3398 |
| 2015-16 | Prince George Spruce Kings | BCHL | 38 | 4 | 5 | 9 | 0.237 | 0.0922 | 0.0917 | 0.3453 | 0.3436 |
| 2016-17 | Cowichan Valley Capitals | BCHL | 4 | 2 | 1 | 3 | 0.750 | 0.2919 | 0.2755 | 1.0937 | 1.0324 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Concordia | D3 | MIAC | SR | 21 | 15 | 9 | 24 | 1.143 |
| 2019-20 | Concordia | D3 | MIAC | JR | 25 | 14 | 10 | 24 | 0.960 |
| 2018-19 | Concordia | D3 | MIAC | SO | 25 | 14 | 7 | 21 | 0.840 |
| 2017-18 | Concordia | D3 | MIAC | FR | 23 | 8 | 10 | 18 | 0.783 |
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.