| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | — | USHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2011-12 | — | USHL | 59 | 19 | 19 | 38 | 0.644 | 0.4102 | 0.4305 | 1.9302 | 2.0256 |
| 2012-13 | — | USHL | 54 | 22 | 27 | 49 | 0.907 | 0.5778 | 0.5756 | 2.7192 | 2.7089 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Western Michigan | D1 | NCHC | SR | 36 | 16 | 14 | 30 | 0.833 |
| 2015-16 | Western Michigan | D1 | NCHC | JR | 36 | 11 | 7 | 18 | 0.500 |
| 2014-15 | Western Michigan | D1 | NCHC | SO | 37 | 14 | 15 | 29 | 0.784 |
| 2013-14 | Western Michigan | D1 | NCHC | FR | 39 | 3 | 4 | 7 | 0.179 |
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.