| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Victoria Grizzlies | BCHL | 10 | 1 | 0 | 1 | 0.100 | 0.0389 | 0.0415 | 0.1458 | 0.1556 |
| 2013-14 | Alberni Valley Bulldogs | BCHL | 52 | 2 | 11 | 13 | 0.250 | 0.0973 | 0.0993 | 0.3646 | 0.3722 |
| 2014-15 | Alberni Valley Bulldogs | BCHL | 49 | 11 | 22 | 33 | 0.673 | 0.2621 | 0.2554 | 0.9822 | 0.9570 |
| 2015-16 | — | BCHL | 55 | 22 | 26 | 48 | 0.873 | 0.3397 | 0.3128 | 1.2727 | 1.1718 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Concordia | D3 | MIAC | SR | 24 | 6 | 10 | 16 | 0.667 |
| 2019-20 | Concordia Wisconsin | D3 | — | SR | 24 | 6 | 10 | 16 | 0.667 |
| 2018-19 | Concordia | D3 | MIAC | JR | 25 | 4 | 9 | 13 | 0.520 |
| 2018-19 | Concordia Wisconsin | D3 | — | JR | 25 | 4 | 9 | 13 | 0.520 |
| 2017-18 | Concordia | D3 | MIAC | SO | 27 | 8 | 12 | 20 | 0.741 |
| 2017-18 | Concordia Wisconsin | D3 | — | SO | 27 | 8 | 12 | 20 | 0.741 |
| 2016-17 | Concordia | D3 | MIAC | FR | 25 | 7 | 9 | 16 | 0.640 |
| 2016-17 | Concordia Wisconsin | D3 | — | FR | 25 | 7 | 9 | 16 | 0.640 |
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.