| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Amarillo Bulls | NAHL | 43 | 10 | 13 | 23 | 0.535 | 0.1900 | 0.1970 | 0.5616 | 0.5823 |
| 2012-13 | Amarillo Bulls | NAHL | 59 | 28 | 31 | 59 | 1.000 | 0.3552 | 0.3505 | 1.0499 | 1.0359 |
| 2013-14 | Amarillo Bulls | NAHL | 60 | 28 | 35 | 63 | 1.050 | 0.3730 | 0.3493 | 1.1024 | 1.0325 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Stevenson | D3 | MAC | — | 26 | 13 | 5 | 18 | 0.692 |
| 2016-17 | Stevenson | D3 | MAC | — | 26 | 11 | 14 | 25 | 0.962 |
| 2015-16 | Neumann | D3 | MAC | — | 27 | 20 | 13 | 33 | 1.222 |
| 2014-15 | Neumann | D3 | MAC | — | 26 | 13 | 7 | 20 | 0.769 |
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.