| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Lincoln Stars | USHL | 24 | 3 | 1 | 4 | 0.167 | 0.1062 | 0.1145 | 0.4995 | 0.5385 |
| 2010-11 | Des Moines Buccaneers | USHL | 39 | 2 | 6 | 8 | 0.205 | 0.1306 | 0.1342 | 0.6146 | 0.6316 |
| 2011-12 | Amarillo Bulls | NAHL | 49 | 15 | 13 | 28 | 0.571 | 0.2122 | 0.2157 | 0.6050 | 0.6151 |
| 2012-13 | Amarillo Bulls | NAHL | 58 | 20 | 26 | 46 | 0.793 | 0.2945 | 0.2846 | 0.8397 | 0.8115 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Bentley | D1 | AHA | SR | 36 | 6 | 5 | 11 | 0.306 |
| 2015-16 | Bentley | D1 | AHA | JR | 35 | 4 | 7 | 11 | 0.314 |
| 2014-15 | Bentley | D1 | AHA | SO | 29 | 1 | 5 | 6 | 0.207 |
| 2013-14 | Bentley | D1 | AHA | FR | 31 | 3 | 3 | 6 | 0.194 |
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.