| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Northern Manitoba Blizzard | MJHL | 61 | 10 | 12 | 22 | 0.361 | 0.0981 | 0.1028 | 0.2273 | 0.2383 |
| 2011-12 | Northern Manitoba Blizzard | MJHL | 22 | 3 | 4 | 7 | 0.318 | 0.0865 | 0.0863 | 0.2005 | 0.2001 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Concordia | D3 | MIAC | SR | 27 | 6 | 3 | 9 | 0.333 |
| 2015-16 | Concordia | D3 | MIAC | JR | 26 | 2 | 5 | 7 | 0.269 |
| 2014-15 | Concordia | D3 | MIAC | SO | 26 | 3 | 7 | 10 | 0.385 |
| 2013-14 | Concordia | D3 | MIAC | FR | 25 | 8 | 6 | 14 | 0.560 |
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.