| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Soo Eagles | NOJHL | 50 | 25 | 46 | 71 | 1.420 | 0.2022 | 0.1992 | 0.5892 | 0.5805 |
| 2011-12 | Soo Eagles | NOJHL | 48 | 19 | 41 | 60 | 1.250 | 0.1780 | 0.1659 | 0.5186 | 0.4834 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Bethel | D3 | MIAC | — | 25 | 11 | 8 | 19 | 0.760 |
| 2014-15 | Bethel | D3 | MIAC | — | 19 | 6 | 11 | 17 | 0.895 |
| 2013-14 | Bethel | D3 | MIAC | — | 23 | 10 | 9 | 19 | 0.826 |
| 2012-13 | Concordia | D3 | MIAC | — | 19 | 2 | 3 | 5 | 0.263 |
| 2012-13 | Concordia (WI) | D3 | — | — | 19 | 2 | 3 | 5 | 0.263 |
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.