| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Traverse City North Stars | NAHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2010-11 | Traverse City North Stars | NAHL | 57 | 13 | 8 | 21 | 0.368 | 0.1368 | 0.1441 | 0.3901 | 0.4109 |
| 2011-12 | Traverse City North Stars | NAHL | 59 | 20 | 26 | 46 | 0.780 | 0.2895 | 0.2906 | 0.8255 | 0.8287 |
| 2012-13 | Soo Eagles | NAHL | 60 | 25 | 51 | 76 | 1.267 | 0.4703 | 0.4485 | 1.3412 | 1.2791 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Ferris State | D1 | WCHA | SR | 35 | 9 | 14 | 23 | 0.657 |
| 2015-16 | Ferris State | D1 | WCHA | JR | 39 | 7 | 11 | 18 | 0.462 |
| 2014-15 | Ferris State | D1 | WCHA | SO | 35 | 6 | 8 | 14 | 0.400 |
| 2013-14 | Ferris State | D1 | WCHA | FR | 27 | 3 | 2 | 5 | 0.185 |
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.