| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Salmon Arm Silverbacks | BCHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2012-13 | Kindersley Klippers | SJHL | 50 | 7 | 13 | 20 | 0.400 | 0.1156 | 0.1232 | 0.3011 | 0.3208 |
| 2013-14 | Kindersley Klippers | SJHL | 54 | 17 | 21 | 38 | 0.704 | 0.2033 | 0.2059 | 0.5297 | 0.5365 |
| 2014-15 | Grande Prairie Storm | AJHL | 35 | 7 | 15 | 22 | 0.629 | 0.2100 | 0.1982 | 0.5835 | 0.5508 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Concordia | D3 | MIAC | SR | 20 | 7 | 6 | 13 | 0.650 |
| 2017-18 | Concordia | D3 | MIAC | JR | 2 | 2 | 2 | 4 | 2.000 |
| 2016-17 | Concordia | D3 | MIAC | SO | 15 | 2 | 12 | 14 | 0.933 |
| 2015-16 | Concordia | D3 | MIAC | FR | 26 | 6 | 14 | 20 | 0.769 |
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.