| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Motor City Metal Jackets | NAHL | 58 | 3 | 9 | 12 | 0.207 | 0.0735 | 0.0733 | 0.2182 | 0.2177 |
| 2011-12 | Jamestown Ironmen | NAHL | 47 | 3 | 7 | 10 | 0.213 | 0.0756 | 0.0717 | 0.2245 | 0.2130 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Johnson & Wales | D3 | CNE | SR | 25 | 2 | 8 | 10 | 0.400 |
| 2014-15 | Johnson & Wales | D3 | CNE | JR | 27 | 2 | 9 | 11 | 0.407 |
| 2013-14 | Johnson & Wales | D3 | CNE | SO | 27 | 3 | 4 | 7 | 0.259 |
| 2012-13 | Johnson & Wales | D3 | CNE | FR | 27 | 3 | 7 | 10 | 0.370 |
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.