| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Bismarck Bobcats | NAHL | 48 | 0 | 9 | 9 | 0.188 | 0.0743 | 0.0746 | 0.1969 | 0.1977 |
| 2011-12 | — | NAHL | 55 | 6 | 20 | 26 | 0.473 | 0.1873 | 0.1788 | 0.4963 | 0.4738 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Concordia | D3 | MIAC | SR | 23 | 2 | 13 | 15 | 0.652 |
| 2014-15 | Concordia | D3 | MIAC | JR | 26 | 2 | 12 | 14 | 0.538 |
| 2013-14 | Concordia | D3 | MIAC | SO | 25 | 3 | 5 | 8 | 0.320 |
| 2012-13 | Concordia | D3 | MIAC | FR | 13 | 0 | 5 | 5 | 0.385 |
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.