| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Chicago Steel | USHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2011-12 | Indiana Ice | USHL | 50 | 4 | 8 | 12 | 0.240 | 0.1416 | 0.1490 | 0.7208 | 0.7583 |
| 2012-13 | Indiana Ice | USHL | 61 | 8 | 16 | 24 | 0.393 | 0.2321 | 0.2318 | 1.1815 | 1.1801 |
| 2013-14 | Indiana Ice | USHL | 57 | 10 | 12 | 22 | 0.386 | 0.2277 | 0.2168 | 1.1593 | 1.1037 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Army | D1 | AHA | SR | 36 | 8 | 16 | 24 | 0.667 |
| 2016-17 | Army | D1 | AHA | JR | 37 | 5 | 16 | 21 | 0.568 |
| 2015-16 | Army | D1 | AHA | SO | 37 | 7 | 16 | 23 | 0.622 |
| 2014-15 | Army | D1 | AHA | FR | 32 | 9 | 20 | 29 | 0.906 |
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.