| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | — | BCHL | 46 | 2 | 9 | 11 | 0.239 | 0.0921 | 0.0971 | 0.3480 | 0.3669 |
| 2011-12 | Cowichan Valley Capitals | BCHL | 49 | 19 | 28 | 47 | 0.959 | 0.3696 | 0.3693 | 1.3959 | 1.3949 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Middlebury | D3 | NESCAC | SR | 23 | 7 | 5 | 12 | 0.522 |
| 2014-15 | Middlebury | D3 | NESCAC | JR | 24 | 10 | 10 | 20 | 0.833 |
| 2013-14 | Middlebury | D3 | NESCAC | SO | 15 | 6 | 11 | 17 | 1.133 |
| 2012-13 | Middlebury | D3 | NESCAC | FR | 9 | 0 | 1 | 1 | 0.111 |
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.