| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Victoria Grizzlies | BCHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Victoria Grizzlies | BCHL | 29 | 1 | 5 | 6 | 0.207 | 0.0805 | 0.0832 | 0.3017 | 0.3120 |
| 2015-16 | Victoria Grizzlies | BCHL | 55 | 11 | 11 | 22 | 0.400 | 0.1557 | 0.1527 | 0.5833 | 0.5720 |
| 2016-17 | Victoria Grizzlies | BCHL | 50 | 15 | 20 | 35 | 0.700 | 0.2724 | 0.2532 | 1.0208 | 0.9488 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Concordia | D3 | MIAC | SR | 21 | 13 | 12 | 25 | 1.190 |
| 2020-21 | Concordia Wisconsin | D3 | — | SR | 21 | 13 | 12 | 25 | 1.190 |
| 2019-20 | Concordia | D3 | MIAC | JR | 21 | 11 | 8 | 19 | 0.905 |
| 2019-20 | Concordia Wisconsin | D3 | — | JR | 21 | 11 | 8 | 19 | 0.905 |
| 2018-19 | Concordia | D3 | MIAC | SO | 23 | 7 | 18 | 25 | 1.087 |
| 2018-19 | Concordia Wisconsin | D3 | — | SO | 23 | 7 | 18 | 25 | 1.087 |
| 2017-18 | Concordia | D3 | MIAC | FR | 26 | 5 | 14 | 19 | 0.731 |
| 2017-18 | Concordia Wisconsin | D3 | — | FR | 26 | 5 | 14 | 19 | 0.731 |
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.