| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Minot Minotauros | NAHL | 46 | 3 | 4 | 7 | 0.152 | 0.0559 | 0.0575 | 0.1606 | 0.1653 |
| 2012-13 | Minot Minotauros | NAHL | 44 | 13 | 9 | 22 | 0.500 | 0.1837 | 0.1798 | 0.5278 | 0.5166 |
| 2013-14 | Minot Minotauros | NAHL | 51 | 10 | 9 | 19 | 0.372 | 0.1369 | 0.1271 | 0.3932 | 0.3651 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Gustavus Adolphus | D3 | MIAC | SR | 23 | 1 | 2 | 3 | 0.130 |
| 2016-17 | Gustavus Adolphus | D3 | MIAC | JR | 23 | 5 | 4 | 9 | 0.391 |
| 2015-16 | Gustavus Adolphus | D3 | MIAC | SO | 24 | 5 | 3 | 8 | 0.333 |
| 2014-15 | Gustavus Adolphus | D3 | MIAC | FR | 24 | 0 | 9 | 9 | 0.375 |
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.