| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Chicago Steel | USHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2010-11 | Amarillo Bulls | NAHL | 53 | 12 | 13 | 25 | 0.472 | 0.1675 | 0.1742 | 0.4952 | 0.5149 |
| 2011-12 | Amarillo Bulls | NAHL | 56 | 23 | 35 | 58 | 1.036 | 0.3679 | 0.3644 | 1.0874 | 1.0771 |
| 2012-13 | Amarillo Bulls | NAHL | 54 | 20 | 37 | 57 | 1.056 | 0.3749 | 0.3525 | 1.1083 | 1.0421 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Niagara | D1 | AHA | — | 38 | 2 | 9 | 11 | 0.289 |
| 2015-16 | Niagara | D1 | AHA | — | 31 | 7 | 4 | 11 | 0.355 |
| 2014-15 | Niagara | D1 | AHA | — | 29 | 5 | 13 | 18 | 0.621 |
| 2013-14 | Niagara | D1 | AHA | — | 38 | 11 | 11 | 22 | 0.579 |
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.