| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Amarillo Wranglers | NAHL | 46 | 12 | 18 | 30 | 0.652 | 0.2422 | 0.2557 | 0.6905 | 0.7290 |
| 2011-12 | Amarillo Wranglers | NAHL | 54 | 11 | 19 | 30 | 0.556 | 0.2063 | 0.2076 | 0.5883 | 0.5921 |
| 2012-13 | Amarillo Wranglers | NAHL | 59 | 32 | 37 | 69 | 1.169 | 0.4342 | 0.4152 | 1.2383 | 1.1841 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Wisconsin-Stevens Point | D3 | BigTen | SR | 29 | 9 | 23 | 32 | 1.103 |
| 2015-16 | Wisconsin-Stevens Point | D3 | BigTen | JR | 31 | 19 | 19 | 38 | 1.226 |
| 2014-15 | Wisconsin-Stevens Point | D3 | BigTen | SO | 29 | 16 | 16 | 32 | 1.103 |
| 2013-14 | Wisconsin-Stevens Point | D3 | BigTen | FR | 29 | 15 | 18 | 33 | 1.138 |
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.