| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Jamestown Ironmen | NAHL | 37 | 4 | 5 | 9 | 0.243 | 0.0864 | 0.0917 | 0.2553 | 0.2709 |
| 2012-13 | Jamestown Ironmen | NAHL | 52 | 3 | 9 | 12 | 0.231 | 0.0820 | 0.0829 | 0.2423 | 0.2449 |
| 2013-14 | Amarillo Bulls | NAHL | 58 | 3 | 24 | 27 | 0.466 | 0.1653 | 0.1588 | 0.4887 | 0.4695 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Utica | D3 | UCHC | SR | 27 | 3 | 14 | 17 | 0.630 |
| 2016-17 | Utica | D3 | UCHC | JR | 11 | 2 | 5 | 7 | 0.636 |
| 2015-16 | Utica | D3 | UCHC | SO | 28 | 2 | 10 | 12 | 0.429 |
| 2014-15 | Utica | D3 | UCHC | FR | 24 | 3 | 2 | 5 | 0.208 |
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.