| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2007-08 | Grande Prairie Storm | AJHL | 20 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2008-09 | Langley Rivermen | BCHL | 15 | 4 | 0 | 4 | 0.267 | 0.1038 | 0.0974 | 1.9979 | 1.8486 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Wisconsin-River Falls | D3 | — | SO | 21 | 0 | 1 | 1 | 0.048 |
| 2009-10 | Wisconsin-River Falls | D3 | — | FR | 28 | 7 | 4 | 11 | 0.393 |
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.