| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Janesville Jets | NAHL | 49 | 8 | 13 | 21 | 0.429 | 0.1591 | 0.1636 | 0.4538 | 0.4667 |
| 2011-12 | Janesville Jets | NAHL | 60 | 24 | 27 | 51 | 0.850 | 0.3156 | 0.2929 | 0.9000 | 0.8353 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Concordia | D3 | MIAC | SR | 26 | 12 | 8 | 20 | 0.769 |
| 2014-15 | Concordia | D3 | MIAC | JR | 26 | 15 | 11 | 26 | 1.000 |
| 2013-14 | Concordia | D3 | MIAC | SO | 26 | 9 | 18 | 27 | 1.038 |
| 2012-13 | Concordia | D3 | MIAC | FR | 26 | 12 | 10 | 22 | 0.846 |
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.