| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Green Bay Gamblers | USHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2011-12 | Green Bay Gamblers | USHL | 59 | 17 | 34 | 51 | 0.864 | 0.5504 | 0.5356 | 2.5903 | 2.5208 |
| 2012-13 | Green Bay Gamblers | USHL | 64 | 27 | 50 | 77 | 1.203 | 0.7661 | 0.7048 | 3.6053 | 3.3167 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Western Michigan | D1 | NCHC | SR | 8 | 1 | 3 | 4 | 0.500 |
| 2015-16 | Western Michigan | D1 | NCHC | JR | 33 | 4 | 8 | 12 | 0.364 |
| 2014-15 | Western Michigan | D1 | NCHC | SO | 18 | 5 | 5 | 10 | 0.556 |
| 2013-14 | Western Michigan | D1 | NCHC | FR | 26 | 4 | 1 | 5 | 0.192 |
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.