| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2002-03 | Canmore Eagles | AJHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2003-04 | Drumheller Dragons | AJHL | 59 | 8 | 23 | 31 | 0.525 | 0.1755 | 0.1719 | 0.4877 | 0.4778 |
| 2004-05 | — | AJHL | 62 | 26 | 19 | 45 | 0.726 | 0.2424 | 0.2259 | 0.6738 | 0.6280 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2008-09 | St. Scholastica | D3 | — | SR | 29 | 15 | 15 | 30 | 1.034 |
| 2007-08 | St. Scholastica | D3 | — | JR | 28 | 9 | 9 | 18 | 0.643 |
| 2006-07 | St. Scholastica | D3 | — | SO | 26 | 9 | 7 | 16 | 0.615 |
| 2005-06 | St. Scholastica | D3 | — | FR | 26 | 17 | 14 | 31 | 1.192 |
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.