| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2008-09 | Canmore Eagles | AJHL | 51 | 6 | 8 | 14 | 0.275 | 0.0917 | 0.0979 | 0.2548 | 0.2720 |
| 2009-10 | Canmore Eagles | AJHL | 57 | 8 | 12 | 20 | 0.351 | 0.1172 | 0.1191 | 0.3257 | 0.3311 |
| 2010-11 | — | AJHL | 53 | 9 | 22 | 31 | 0.585 | 0.1954 | 0.1884 | 0.5430 | 0.5234 |
| 2011-12 | Lloydminster Bobcats | AJHL | 60 | 29 | 27 | 56 | 0.933 | 0.3117 | 0.2846 | 0.8664 | 0.7912 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Amherst | D3 | NESCAC | SR | 26 | 4 | 10 | 14 | 0.538 |
| 2014-15 | Amherst | D3 | NESCAC | JR | 27 | 8 | 16 | 24 | 0.889 |
| 2013-14 | Amherst | D3 | NESCAC | SO | 27 | 6 | 9 | 15 | 0.556 |
| 2012-13 | Amherst | D3 | NESCAC | FR | 18 | 2 | 5 | 7 | 0.389 |
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.