| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Traverse City North Stars | NAHL | 45 | 7 | 8 | 15 | 0.333 | 0.1238 | 0.1328 | 0.3529 | 0.3785 |
| 2012-13 | Des Moines Buccaneers | USHL | 46 | 10 | 2 | 12 | 0.261 | 0.1661 | 0.1634 | 0.7818 | 0.7690 |
| 2014-15 | Michigan Warriors | NAHL | 7 | 2 | 1 | 3 | 0.429 | 0.1591 | 0.1463 | 0.4538 | 0.4174 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Ferris State | D1 | WCHA | SO | 4 | 0 | 0 | 0 | 0.000 |
| 2013-14 | Ferris State | D1 | WCHA | FR | 21 | 2 | 1 | 3 | 0.143 |
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.