| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Janesville Jets | NAHL | 4 | 0 | 2 | 2 | 0.500 | 0.1857 | 0.1985 | 0.5294 | 0.5659 |
| 2012-13 | Janesville Jets | NAHL | 57 | 15 | 11 | 26 | 0.456 | 0.1693 | 0.1725 | 0.4829 | 0.4920 |
| 2013-14 | Janesville Jets | NAHL | 59 | 25 | 24 | 49 | 0.831 | 0.3084 | 0.2987 | 0.8793 | 0.8516 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Air Force | D1 | AHA | SR | 37 | 11 | 12 | 23 | 0.622 |
| 2016-17 | Air Force | D1 | AHA | JR | 41 | 22 | 15 | 37 | 0.902 |
| 2015-16 | Air Force | D1 | AHA | SO | 37 | 8 | 14 | 22 | 0.595 |
| 2014-15 | Air Force | D1 | AHA | FR | 37 | 3 | 4 | 7 | 0.189 |
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.