| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2000-01 | Calgary Royals | AJHL | 61 | 29 | 62 | 91 | 1.492 | 0.4983 | 0.4600 | 1.3848 | 1.2783 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2004-05 | Manhattanville | D3 | — | SR | 24 | 4 | 7 | 11 | 0.458 |
| 2003-04 | Manhattanville | D3 | — | JR | 12 | 2 | 2 | 4 | 0.333 |
| 2002-03 | Manhattanville | D3 | — | SO | 24 | 11 | 10 | 21 | 0.875 |
| 2001-02 | Manhattanville | D3 | — | FR | 26 | 15 | 14 | 29 | 1.115 |
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.