| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Fresno Monsters | NAHL | 57 | 11 | 6 | 17 | 0.298 | 0.1096 | 0.1129 | 0.3148 | 0.3243 |
| 2011-12 | Langley Rivermen | BCHL | 60 | 15 | 17 | 32 | 0.533 | 0.2055 | 0.1980 | 0.7761 | 0.7477 |
| 2012-13 | Langley Rivermen | BCHL | 52 | 15 | 20 | 35 | 0.673 | 0.2593 | 0.2375 | 0.9796 | 0.8974 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | St. Scholastica | D3 | MIAC | SR | 27 | 11 | 10 | 21 | 0.778 |
| 2015-16 | St. Scholastica | D3 | MIAC | JR | 28 | 7 | 14 | 21 | 0.750 |
| 2014-15 | St. Scholastica | D3 | MIAC | SO | 28 | 11 | 10 | 21 | 0.750 |
| 2013-14 | St. Scholastica | D3 | MIAC | FR | 28 | 6 | 9 | 15 | 0.536 |
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.