| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Kalamazoo Jr. K-Wings | NAHL | 60 | 23 | 23 | 46 | 0.767 | 0.2847 | 0.2953 | 0.8118 | 0.8421 |
| 2012-13 | Kalamazoo Jr. K-Wings | NAHL | 59 | 13 | 32 | 45 | 0.763 | 0.2832 | 0.2795 | 0.8075 | 0.7971 |
| 2013-14 | Amarillo Bulls | NAHL | 56 | 17 | 28 | 45 | 0.804 | 0.2984 | 0.2796 | 0.8509 | 0.7973 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Wisconsin-River Falls | D3 | BigTen | JR | 22 | 3 | 3 | 6 | 0.273 |
| 2015-16 | Wisconsin-River Falls | D3 | BigTen | SO | 28 | 9 | 10 | 19 | 0.679 |
| 2014-15 | Wisconsin-River Falls | D3 | BigTen | FR | 28 | 14 | 11 | 25 | 0.893 |
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.