| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Marquette Rangers | NAHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2010-11 | Amarillo Bulls | NAHL | 55 | 3 | 19 | 22 | 0.400 | 0.1485 | 0.1413 | 0.4235 | 0.4030 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Neumann | D3 | MAC | SR | 24 | 3 | 10 | 13 | 0.542 |
| 2013-14 | Neumann | D3 | MAC | JR | 24 | 2 | 9 | 11 | 0.458 |
| 2012-13 | Neumann | D3 | MAC | SO | 26 | 1 | 7 | 8 | 0.308 |
| 2011-12 | Neumann | D3 | MAC | FR | 26 | 0 | 9 | 9 | 0.346 |
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.