| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2008-09 | Canmore Eagles | AJHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2009-10 | Canmore Eagles | AJHL | 47 | 10 | 7 | 17 | 0.362 | 0.1208 | 0.1336 | 0.3358 | 0.3714 |
| 2010-11 | Canmore Eagles | AJHL | 34 | 8 | 9 | 17 | 0.500 | 0.1670 | 0.1760 | 0.4642 | 0.4891 |
| 2011-12 | Canmore Eagles | AJHL | 46 | 17 | 16 | 33 | 0.717 | 0.2396 | 0.2403 | 0.6660 | 0.6679 |
| 2012-13 | Canmore Eagles | AJHL | 43 | 20 | 14 | 34 | 0.791 | 0.2641 | 0.2513 | 0.7340 | 0.6984 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | St. Scholastica | D3 | — | SR | 25 | 9 | 11 | 20 | 0.800 |
| 2015-16 | St. Scholastica | D3 | — | JR | 23 | 9 | 10 | 19 | 0.826 |
| 2014-15 | St. Scholastica | D3 | — | SO | 25 | 4 | 5 | 9 | 0.360 |
| 2013-14 | St. Scholastica | D3 | — | FR | 23 | 3 | 3 | 6 | 0.261 |
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.