| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Cornwall Colts | CCHL | 59 | 16 | 28 | 44 | 0.746 | 0.1618 | 0.1581 | 0.5769 | 0.5639 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Babson | D3 | LittleEast | SR | 26 | 6 | 14 | 20 | 0.769 |
| 2015-16 | Babson | D3 | LittleEast | JR | 28 | 4 | 10 | 14 | 0.500 |
| 2014-15 | Babson | D3 | LittleEast | SO | 28 | 10 | 12 | 22 | 0.786 |
| 2013-14 | Babson | D3 | LittleEast | FR | 29 | 6 | 16 | 22 | 0.759 |
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.