| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Cedar Rapids RoughRiders | USHL | 58 | 20 | 13 | 33 | 0.569 | 0.3623 | 0.3565 | 1.7051 | 1.6778 |
| 2012-13 | Cedar Rapids RoughRiders | USHL | 59 | 16 | 28 | 44 | 0.746 | 0.4749 | 0.4420 | 2.2349 | 2.0801 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Ferris State | D1 | WCHA | SR | 33 | 17 | 18 | 35 | 1.061 |
| 2015-16 | Ferris State | D1 | WCHA | JR | 41 | 16 | 25 | 41 | 1.000 |
| 2014-15 | Ferris State | D1 | WCHA | SO | 40 | 11 | 12 | 23 | 0.575 |
| 2013-14 | Ferris State | D1 | WCHA | FR | 36 | 8 | 12 | 20 | 0.556 |
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.