| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Wichita Falls Wildcats | NAHL | 50 | 8 | 4 | 12 | 0.240 | 0.0853 | 0.0850 | 0.2532 | 0.2522 |
| 2012-13 | Texas Tornado | NAHL | 60 | 11 | 16 | 27 | 0.450 | 0.1599 | 0.1513 | 0.4747 | 0.4490 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Wisconsin-Eau Claire | D3 | BigTen | SR | 8 | 0 | 2 | 2 | 0.250 |
| 2015-16 | Wisconsin-Eau Claire | D3 | BigTen | JR | 14 | 0 | 2 | 2 | 0.143 |
| 2014-15 | Wisconsin-Eau Claire | D3 | BigTen | SO | 17 | 4 | 0 | 4 | 0.235 |
| 2013-14 | Wisconsin-Eau Claire | D3 | BigTen | FR | 9 | 1 | 1 | 2 | 0.222 |
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.