| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Amarillo Bulls | NAHL | 51 | 9 | 17 | 26 | 0.510 | 0.1893 | 0.1982 | 0.5398 | 0.5651 |
| 2012-13 | Amarillo Bulls | NAHL | 55 | 15 | 27 | 42 | 0.764 | 0.2835 | 0.2826 | 0.8085 | 0.8058 |
| 2013-14 | — | NAHL | 59 | 12 | 22 | 34 | 0.576 | 0.2140 | 0.2026 | 0.6102 | 0.5776 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Wisconsin-Stevens Point | D3 | BigTen | JR | 9 | 2 | 1 | 3 | 0.333 |
| 2015-16 | Milwaukee School of Engineering | D3 | — | SO | 24 | 9 | 9 | 18 | 0.750 |
| 2014-15 | Milwaukee School of Engineering | D3 | — | FR | 28 | 15 | 21 | 36 | 1.286 |
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.