| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Tri-City Storm | USHL | 56 | 0 | 10 | 10 | 0.179 | 0.1137 | 0.1131 | 0.5352 | 0.5323 |
| 2012-13 | Tri-City Storm | USHL | 55 | 4 | 9 | 13 | 0.236 | 0.1505 | 0.1417 | 0.7084 | 0.6669 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Air Force | D1 | AHA | SR | 33 | 1 | 7 | 8 | 0.242 |
| 2015-16 | Air Force | D1 | AHA | JR | 36 | 7 | 8 | 15 | 0.417 |
| 2014-15 | Air Force | D1 | AHA | SO | 31 | 3 | 7 | 10 | 0.323 |
| 2013-14 | Air Force | D1 | AHA | FR | 39 | 2 | 8 | 10 | 0.256 |
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.