| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2007-08 | Calgary Royals | AJHL | 55 | 1 | 3 | 4 | 0.073 | 0.0244 | 0.0253 | 0.0673 | 0.0698 |
| 2008-09 | Calgary Royals | AJHL | 40 | 2 | 8 | 10 | 0.250 | 0.0838 | 0.0834 | 0.2314 | 0.2304 |
| 2009-10 | Canmore Eagles | AJHL | 52 | 3 | 8 | 11 | 0.211 | 0.0709 | 0.0670 | 0.1957 | 0.1848 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Wisconsin-Eau Claire | D3 | WIAC | JR | 5 | 0 | 1 | 1 | 0.200 |
| 2011-12 | Wisconsin-Eau Claire | D3 | WIAC | SO | 9 | 0 | 0 | 0 | 0.000 |
| 2010-11 | Wisconsin-Eau Claire | D3 | WIAC | FR | 7 | 0 | 0 | 0 | 0.000 |
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.