| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | — | NAHL | 35 | 1 | 7 | 8 | 0.229 | 0.0812 | 0.0802 | 0.2411 | 0.2382 |
| 2012-13 | Jamestown Ironmen | NAHL | 52 | 3 | 7 | 10 | 0.192 | 0.0683 | 0.0640 | 0.2028 | 0.1901 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Johnson & Wales | D3 | CNE | SR | 25 | 1 | 10 | 11 | 0.440 |
| 2015-16 | Johnson & Wales | D3 | CNE | JR | 25 | 5 | 8 | 13 | 0.520 |
| 2014-15 | Johnson & Wales | D3 | CNE | SO | 27 | 5 | 8 | 13 | 0.481 |
| 2013-14 | Johnson & Wales | D3 | CNE | FR | 27 | 6 | 9 | 15 | 0.556 |
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.