| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Notre Dame Hounds | SJHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2011-12 | Canmore Eagles | AJHL | 52 | 15 | 12 | 27 | 0.519 | 0.1734 | 0.1784 | 0.4820 | 0.4960 |
| 2012-13 | Canmore Eagles | AJHL | 60 | 26 | 18 | 44 | 0.733 | 0.2449 | 0.2395 | 0.6807 | 0.6656 |
| 2013-14 | Canmore Eagles | AJHL | 38 | 20 | 17 | 37 | 0.974 | 0.3252 | 0.3011 | 0.9039 | 0.8370 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | St. Scholastica | D3 | — | FR | 28 | 12 | 14 | 26 | 0.929 |
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.