| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Toledo Cherokee | NA3HL | 42 | 3 | 13 | 16 | 0.381 | 0.0459 | 0.0450 | 0.1204 | 0.1181 |
| 2011-12 | Pembroke Lumber Kings | CCHL | 1 | 0 | 1 | 1 | 1.000 | 0.2854 | 0.2636 | 0.7741 | 0.7150 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Johnson & Wales | D3 | CNE | SR | 25 | 1 | 3 | 4 | 0.160 |
| 2014-15 | Johnson & Wales | D3 | CNE | JR | 17 | 1 | 0 | 1 | 0.059 |
| 2013-14 | Johnson & Wales | D3 | CNE | SO | 24 | 0 | 4 | 4 | 0.167 |
| 2012-13 | Johnson & Wales | D3 | CNE | FR | 10 | 0 | 2 | 2 | 0.200 |
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.