| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | — | NAHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2011-12 | Winnipeg Saints | MJHL | 21 | 0 | 2 | 2 | 0.095 | 0.0183 | 0.0179 | 0.0600 | 0.0587 |
| 2012-13 | Granite City Lumberjacks | NA3HL | 38 | 8 | 13 | 21 | 0.553 | 0.0694 | 0.0632 | 0.1745 | 0.1588 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Gustavus Adolphus | D3 | MIAC | — | 23 | 2 | 3 | 5 | 0.217 |
| 2015-16 | Gustavus Adolphus | D3 | MIAC | — | 25 | 3 | 4 | 7 | 0.280 |
| 2014-15 | Concordia | D3 | MIAC | — | 20 | 0 | 1 | 1 | 0.050 |
| 2013-14 | Concordia | D3 | MIAC | — | 4 | 0 | 0 | 0 | 0.000 |
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.