| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Notre Dame Hounds | SJHL | 6 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2012-13 | Lloydminster Bobcats | AJHL | 58 | 6 | 11 | 17 | 0.293 | 0.0979 | 0.0992 | 0.2721 | 0.2757 |
| 2013-14 | Lloydminster Bobcats | AJHL | 59 | 11 | 18 | 29 | 0.491 | 0.1642 | 0.1579 | 0.4563 | 0.4387 |
| 2014-15 | Alberni Valley Bulldogs | BCHL | 30 | 1 | 9 | 10 | 0.333 | 0.1297 | 0.1193 | 0.4861 | 0.4472 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Concordia | D3 | MIAC | SR | 22 | 1 | 3 | 4 | 0.182 |
| 2018-19 | Concordia Wisconsin | D3 | — | SR | 22 | 1 | 3 | 4 | 0.182 |
| 2017-18 | Concordia | D3 | MIAC | JR | 23 | 3 | 2 | 5 | 0.217 |
| 2017-18 | Concordia Wisconsin | D3 | — | JR | 23 | 3 | 2 | 5 | 0.217 |
| 2016-17 | Concordia | D3 | MIAC | SO | 20 | 5 | 2 | 7 | 0.350 |
| 2016-17 | Concordia Wisconsin | D3 | — | SO | 20 | 5 | 2 | 7 | 0.350 |
| 2015-16 | Concordia | D3 | MIAC | FR | 22 | 2 | 3 | 5 | 0.227 |
| 2015-16 | Concordia Wisconsin | D3 | — | FR | 22 | 2 | 3 | 5 | 0.227 |
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.