| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Corpus Christi IceRays | NAHL | 56 | 8 | 9 | 17 | 0.304 | 0.1115 | 0.1165 | 0.3204 | 0.3347 |
| 2015-16 | Corpus Christi IceRays | NAHL | 58 | 13 | 14 | 27 | 0.466 | 0.1710 | 0.1710 | 0.4913 | 0.4914 |
| 2016-17 | Corpus Christi IceRays | NAHL | 60 | 22 | 34 | 56 | 0.933 | 0.3429 | 0.3244 | 0.9851 | 0.9319 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Army | D1 | AHA | SR | 21 | 5 | 14 | 19 | 0.905 |
| 2019-20 | Army | D1 | AHA | JR | 30 | 9 | 9 | 18 | 0.600 |
| 2018-19 | Army | D1 | AHA | SO | 34 | 10 | 9 | 19 | 0.559 |
| 2017-18 | Army | D1 | AHA | FR | 28 | 2 | 3 | 5 | 0.179 |
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.