| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Michigan Warriors | NAHL | 50 | 7 | 11 | 18 | 0.360 | 0.1337 | 0.1355 | 0.3812 | 0.3863 |
| 2013-14 | Michigan Warriors | NAHL | 58 | 23 | 14 | 37 | 0.638 | 0.2369 | 0.2282 | 0.6754 | 0.6506 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | UMass Boston | D3 | HockeyEast | SR | 27 | 24 | 22 | 46 | 1.704 |
| 2016-17 | UMass Boston | D3 | HockeyEast | JR | 26 | 20 | 19 | 39 | 1.500 |
| 2015-16 | UMass Boston | D3 | HockeyEast | SO | 31 | 10 | 26 | 36 | 1.161 |
| 2014-15 | UMass Boston | D3 | HockeyEast | FR | 27 | 10 | 17 | 27 | 1.000 |
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.