| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Austin Bruins | NAHL | 43 | 7 | 5 | 12 | 0.279 | 0.1036 | 0.1043 | 0.2955 | 0.2974 |
| 2011-12 | Austin Bruins | NAHL | 59 | 18 | 16 | 34 | 0.576 | 0.2140 | 0.2048 | 0.6102 | 0.5840 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | UMass Boston | D3 | HockeyEast | SR | 21 | 2 | 6 | 8 | 0.381 |
| 2014-15 | UMass Boston | D3 | HockeyEast | JR | 25 | 7 | 12 | 19 | 0.760 |
| 2013-14 | UMass Boston | D3 | HockeyEast | SO | 26 | 6 | 11 | 17 | 0.654 |
| 2012-13 | UMass Boston | D3 | HockeyEast | FR | 26 | 8 | 7 | 15 | 0.577 |
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.