| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2005-06 | Sherwood Park Crusaders | AJHL | 6 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2006-07 | Sherwood Park Crusaders | AJHL | 37 | 1 | 2 | 3 | 0.081 | 0.0271 | 0.0284 | 0.0753 | 0.0788 |
| 2007-08 | Sherwood Park Crusaders | AJHL | 50 | 14 | 10 | 24 | 0.480 | 0.1603 | 0.1589 | 0.4456 | 0.4417 |
| 2008-09 | Sherwood Park Crusaders | AJHL | 51 | 6 | 12 | 18 | 0.353 | 0.1179 | 0.1120 | 0.3276 | 0.3111 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Fredonia | D3 | — | SR | 25 | 8 | 7 | 15 | 0.600 |
| 2011-12 | Fredonia | D3 | — | JR | 26 | 8 | 13 | 21 | 0.808 |
| 2010-11 | Fredonia | D3 | — | SO | 28 | 12 | 9 | 21 | 0.750 |
| 2009-10 | Fredonia | D3 | — | FR | 20 | 15 | 11 | 26 | 1.300 |
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.