| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2007-08 | Okotoks Oilers | AJHL | 61 | 17 | 21 | 38 | 0.623 | 0.2081 | 0.2239 | 0.5783 | 0.6223 |
| 2008-09 | Collingwood Blues | OJHL | 34 | 14 | 20 | 34 | 1.000 | 0.2794 | 0.2830 | 0.6901 | 0.6991 |
| 2009-10 | Canmore Eagles | AJHL | 52 | 16 | 33 | 49 | 0.942 | 0.3147 | 0.3095 | 0.8747 | 0.8601 |
| 2010-11 | Canmore Eagles | AJHL | 43 | 14 | 43 | 57 | 1.326 | 0.4428 | 0.4122 | 1.2306 | 1.1454 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Fredonia | D3 | — | SR | 20 | 1 | 4 | 5 | 0.250 |
| 2013-14 | Fredonia | D3 | — | JR | 23 | 2 | 5 | 7 | 0.304 |
| 2012-13 | Fredonia | D3 | — | SO | 20 | 0 | 4 | 4 | 0.200 |
| 2011-12 | Fredonia | D3 | — | FR | 19 | 7 | 6 | 13 | 0.684 |
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.