| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Fort McMurray Oil Barons | AJHL | 41 | 2 | 2 | 4 | 0.098 | 0.0327 | 0.0329 | 0.0905 | 0.0910 |
| 2011-12 | — | NAHL | 61 | 10 | 12 | 22 | 0.361 | 0.1281 | 0.1240 | 0.3787 | 0.3665 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Concordia | D3 | MIAC | SR | 25 | 1 | 6 | 7 | 0.280 |
| 2015-16 | Concordia (WI) | D3 | — | SR | 25 | 1 | 6 | 7 | 0.280 |
| 2014-15 | Concordia | D3 | MIAC | JR | 26 | 3 | 1 | 4 | 0.154 |
| 2014-15 | Concordia (WI) | D3 | — | JR | 26 | 3 | 1 | 4 | 0.154 |
| 2013-14 | Concordia | D3 | MIAC | SO | 27 | 5 | 7 | 12 | 0.444 |
| 2013-14 | Concordia (WI) | D3 | — | SO | 27 | 5 | 7 | 12 | 0.444 |
| 2012-13 | Concordia | D3 | MIAC | FR | 24 | 2 | 4 | 6 | 0.250 |
| 2012-13 | Concordia (WI) | D3 | — | FR | 24 | 2 | 4 | 6 | 0.250 |
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.