| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Wenatchee Wild | NAHL | 53 | 0 | 14 | 14 | 0.264 | 0.0971 | 0.1039 | 0.2789 | 0.2985 |
| 2012-13 | — | NAHL | 40 | 4 | 13 | 17 | 0.425 | 0.1561 | 0.1592 | 0.4486 | 0.4576 |
| 2013-14 | Amarillo Bulls | NAHL | 59 | 7 | 25 | 32 | 0.542 | 0.1993 | 0.1933 | 0.5725 | 0.5553 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Lawrence | D3 | NCHA | — | 8 | 0 | 3 | 3 | 0.375 |
| 2014-15 | Lawrence | D3 | NCHA | — | 25 | 7 | 4 | 11 | 0.440 |
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.