| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Aberdeen Wings | NAHL | 57 | 15 | 10 | 25 | 0.439 | 0.1629 | 0.1643 | 0.4644 | 0.4683 |
| 2013-14 | Aberdeen Wings | NAHL | 56 | 21 | 16 | 37 | 0.661 | 0.2453 | 0.2350 | 0.6995 | 0.6702 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Air Force | D1 | AHA | SR | 43 | 16 | 12 | 28 | 0.651 |
| 2016-17 | Air Force | D1 | AHA | JR | 42 | 11 | 12 | 23 | 0.548 |
| 2015-16 | Air Force | D1 | AHA | SO | 35 | 12 | 12 | 24 | 0.686 |
| 2014-15 | Air Force | D1 | AHA | FR | 29 | 10 | 9 | 19 | 0.655 |
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.