| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2007-08 | Olds Grizzlys | AJHL | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2008-09 | Spruce Grove Saints | AJHL | 57 | 31 | 30 | 61 | 1.070 | 0.3551 | 0.3660 | 0.9919 | 1.0225 |
| 2009-10 | Spruce Grove Saints | AJHL | 44 | 13 | 14 | 27 | 0.614 | 0.2036 | 0.1995 | 0.5687 | 0.5571 |
| 2010-11 | Spruce Grove Saints | AJHL | 45 | 26 | 26 | 52 | 1.156 | 0.3834 | 0.3555 | 1.0710 | 0.9929 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Bentley | D1 | AHA | SR | 35 | 10 | 16 | 26 | 0.743 |
| 2013-14 | Bentley | D1 | AHA | JR | 37 | 11 | 19 | 30 | 0.811 |
| 2012-13 | Bentley | D1 | AHA | SO | 35 | 10 | 11 | 21 | 0.600 |
| 2011-12 | Bentley | D1 | — | FR | 39 | 14 | 19 | 33 | 0.846 |
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.