| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2006-07 | — | CCHL | 20 | 1 | 9 | 10 | 0.500 | 0.1596 | 0.1490 | 0.3871 | 0.3614 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Amherst | D3 | NESCAC | SR | 17 | 0 | 3 | 3 | 0.176 |
| 2009-10 | Amherst | D3 | — | JR | 16 | 2 | 8 | 10 | 0.625 |
| 2008-09 | Amherst | D3 | — | SO | 6 | 0 | 0 | 0 | 0.000 |
| 2007-08 | Amherst | D3 | — | FR | 15 | 2 | 3 | 5 | 0.333 |
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.