| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Wichita Falls Wildcats | NAHL | 58 | 9 | 26 | 35 | 0.603 | 0.2240 | 0.2320 | 0.6389 | 0.6617 |
| 2013-14 | Wichita Falls Wildcats | NAHL | 60 | 9 | 31 | 40 | 0.667 | 0.2475 | 0.2439 | 0.7059 | 0.6957 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Air Force | D1 | AHA | SR | 30 | 6 | 18 | 24 | 0.800 |
| 2016-17 | Air Force | D1 | AHA | JR | 41 | 7 | 15 | 22 | 0.537 |
| 2015-16 | Air Force | D1 | AHA | SO | 37 | 7 | 20 | 27 | 0.730 |
| 2014-15 | Air Force | D1 | AHA | FR | 41 | 2 | 16 | 18 | 0.439 |
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.