| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Traverse City North Stars | NAHL | 39 | 1 | 4 | 5 | 0.128 | 0.0476 | 0.0517 | 0.1357 | 0.1475 |
| 2011-12 | Cedar Rapids RoughRiders | USHL | 37 | 3 | 9 | 12 | 0.324 | 0.2065 | 0.2069 | 0.9718 | 0.9737 |
| 2012-13 | Fargo Force | USHL | 60 | 4 | 23 | 27 | 0.450 | 0.2866 | 0.2719 | 1.3485 | 1.2793 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Western Michigan | D1 | NCHC | SR | 21 | 3 | 2 | 5 | 0.238 |
| 2015-16 | Western Michigan | D1 | NCHC | JR | 36 | 3 | 11 | 14 | 0.389 |
| 2014-15 | Western Michigan | D1 | NCHC | SO | 37 | 3 | 14 | 17 | 0.460 |
| 2013-14 | Western Michigan | D1 | NCHC | FR | 33 | 2 | 3 | 5 | 0.151 |
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.