| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2001-02 | — | USHL | 59 | 10 | 26 | 36 | 0.610 | 0.3600 | 0.3705 | 1.7978 | 1.8504 |
| 2002-03 | Sioux City Musketeers | USHL | 60 | 27 | 33 | 60 | 1.000 | 0.5899 | 0.5705 | 2.9462 | 2.8494 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2006-07 | Princeton | D1 | ECAC | SR | 33 | 8 | 18 | 26 | 0.788 |
| 2005-06 | Princeton | D1 | ECAC | JR | 31 | 15 | 14 | 29 | 0.935 |
| 2004-05 | Princeton | D1 | ECAC | SO | 30 | 6 | 26 | 32 | 1.067 |
| 2003-04 | Princeton | D1 | ECAC | FR | 31 | 5 | 15 | 20 | 0.645 |
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.