| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Chicago Steel | USHL | 32 | 3 | 3 | 6 | 0.188 | 0.1194 | 0.1208 | 0.5619 | 0.5686 |
| 2010-11 | Wichita Falls Wildcats | NAHL | 39 | 19 | 18 | 37 | 0.949 | 0.3523 | 0.3522 | 1.0045 | 1.0042 |
| 2011-12 | Des Moines Buccaneers | USHL | 25 | 5 | 3 | 8 | 0.320 | 0.2038 | 0.1864 | 0.9589 | 0.8771 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Hobart | D3 | SUNYAC | SR | 28 | 13 | 14 | 27 | 0.964 |
| 2014-15 | Hobart | D3 | SUNYAC | JR | 22 | 9 | 10 | 19 | 0.864 |
| 2013-14 | Hobart | D3 | SUNYAC | SO | 27 | 15 | 12 | 27 | 1.000 |
| 2012-13 | Hobart | D3 | SUNYAC | FR | 26 | 8 | 14 | 22 | 0.846 |
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.