| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2002-03 | Calgary Royals | AJHL | 56 | 8 | 21 | 29 | 0.518 | 0.1730 | 0.1740 | 0.4808 | 0.4836 |
| 2003-04 | Calgary Royals | AJHL | 57 | 12 | 19 | 31 | 0.544 | 0.1817 | 0.1725 | 0.5049 | 0.4794 |
| 2004-05 | Calgary Royals | AJHL | 63 | 30 | 46 | 76 | 1.206 | 0.4029 | 0.3634 | 1.1198 | 1.0100 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2008-09 | Lake Forest | D3 | — | SR | 27 | 11 | 14 | 25 | 0.926 |
| 2007-08 | Lake Forest | D3 | — | JR | 26 | 7 | 11 | 18 | 0.692 |
| 2006-07 | Lake Forest | D3 | — | SO | 14 | 7 | 6 | 13 | 0.929 |
| 2005-06 | Lake Forest | D3 | — | FR | 28 | 15 | 25 | 40 | 1.429 |
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.