| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2000-01 | Swan Valley Stampeders | MJHL | 34 | 9 | 19 | 28 | 0.824 | 0.2330 | 0.2236 | 0.5189 | 0.4980 |
| 2001-02 | Swan Valley Stampeders | MJHL | 35 | 5 | 17 | 22 | 0.629 | 0.1778 | 0.1600 | 0.3961 | 0.3565 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2003-04 | Northland | D3 | — | SO | 26 | 5 | 5 | 10 | 0.385 |
| 2002-03 | Northland | D3 | — | FR | 24 | 5 | 13 | 18 | 0.750 |
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.