| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Amarillo Wranglers | NAHL | 56 | 9 | 18 | 27 | 0.482 | 0.1771 | 0.1773 | 0.5089 | 0.5096 |
| 2011-12 | — | NAHL | 56 | 26 | 29 | 55 | 0.982 | 0.3608 | 0.3435 | 1.0366 | 0.9869 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Wisconsin-River Falls | D3 | BigTen | SR | 22 | 10 | 5 | 15 | 0.682 |
| 2014-15 | Wisconsin-River Falls | D3 | BigTen | JR | 11 | 1 | 1 | 2 | 0.182 |
| 2013-14 | Wisconsin-River Falls | D3 | BigTen | SO | 27 | 6 | 9 | 15 | 0.556 |
| 2012-13 | Wisconsin-River Falls | D3 | BigTen | FR | 28 | 8 | 8 | 16 | 0.571 |
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.