| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Minnesota Magicians | NAHL | 42 | 10 | 9 | 19 | 0.452 | 0.1680 | 0.1685 | 0.4790 | 0.4804 |
| 2014-15 | Janesville Jets | NAHL | 10 | 0 | 2 | 2 | 0.200 | 0.0743 | 0.0706 | 0.2118 | 0.2013 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Concordia | D3 | MIAC | SR | 26 | 14 | 19 | 33 | 1.269 |
| 2017-18 | Concordia | D3 | MIAC | JR | 19 | 7 | 15 | 22 | 1.158 |
| 2016-17 | Concordia | D3 | MIAC | SO | 27 | 8 | 13 | 21 | 0.778 |
| 2015-16 | Concordia | D3 | MIAC | FR | 26 | 11 | 4 | 15 | 0.577 |
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.