| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2005-06 | Spruce Grove Saints | AJHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2006-07 | Fort Saskatchewan Traders | AJHL | 48 | 9 | 9 | 18 | 0.375 | 0.1253 | 0.1313 | 0.3481 | 0.3648 |
| 2007-08 | St. Albert Steel | AJHL | 21 | 2 | 7 | 9 | 0.429 | 0.1432 | 0.1422 | 0.3979 | 0.3950 |
| 2008-09 | St. Albert Steel | AJHL | 53 | 20 | 19 | 39 | 0.736 | 0.2458 | 0.2338 | 0.6830 | 0.6496 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Neumann | D3 | MAC | SR | 18 | 2 | 4 | 6 | 0.333 |
| 2011-12 | Neumann | D3 | MAC | JR | 1 | 0 | 0 | 0 | 0.000 |
| 2010-11 | Neumann | D3 | MAC | SO | 9 | 0 | 1 | 1 | 0.111 |
| 2009-10 | Neumann | D3 | — | FR | 6 | 1 | 1 | 2 | 0.333 |
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.