| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2000-01 | — | AJHL | 61 | 21 | 46 | 67 | 1.098 | 0.3669 | 0.3536 | 1.0196 | 0.9827 |
| 2001-02 | St. Albert Saints | AJHL | 61 | 36 | 51 | 87 | 1.426 | 0.4764 | 0.4360 | 1.3239 | 1.2116 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2005-06 | Manhattanville | D3 | — | SR | 26 | 8 | 12 | 20 | 0.769 |
| 2004-05 | Manhattanville | D3 | — | JR | 18 | 3 | 10 | 13 | 0.722 |
| 2003-04 | Manhattanville | D3 | — | SO | 19 | 4 | 13 | 17 | 0.895 |
| 2002-03 | Manhattanville | D3 | — | FR | 26 | 13 | 17 | 30 | 1.154 |
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.