| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Chicago Steel | USHL | 37 | 4 | 4 | 8 | 0.216 | 0.1377 | 0.1428 | 0.6479 | 0.6719 |
| 2012-13 | Janesville Jets | NAHL | 46 | 14 | 16 | 30 | 0.652 | 0.2422 | 0.2477 | — | — |
| 2013-14 | — | USHL | 20 | 0 | 2 | 2 | 0.100 | 0.0637 | 0.0597 | 0.2997 | 0.2808 |
| 2014-15 | — | NAHL | 57 | 22 | 21 | 43 | 0.754 | 0.2801 | 0.2577 | 0.7988 | 0.7349 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Endicott | D3 | CNE | SR | 26 | 17 | 25 | 42 | 1.615 |
| 2017-18 | Endicott | D3 | CNE | JR | 27 | 19 | 12 | 31 | 1.148 |
| 2016-17 | Bentley | D1 | AHA | SO | 15 | 0 | 1 | 1 | 0.067 |
| 2015-16 | Bentley | D1 | AHA | FR | 31 | 1 | 2 | 3 | 0.097 |
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.