| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2008-09 | Camrose Kodiaks | AJHL | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2009-10 | Camrose Kodiaks | AJHL | 48 | 5 | 7 | 12 | 0.250 | 0.0838 | 0.0873 | 0.2314 | 0.2409 |
| 2010-11 | — | AJHL | 54 | 6 | 11 | 17 | 0.315 | 0.1056 | 0.1044 | 0.2913 | 0.2880 |
| 2011-12 | Calgary Canucks | AJHL | 57 | 9 | 15 | 24 | 0.421 | 0.1412 | 0.1324 | 0.3897 | 0.3655 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | St. Scholastica | D3 | MIAC | SR | 28 | 3 | 9 | 12 | 0.429 |
| 2014-15 | St. Scholastica | D3 | MIAC | JR | 26 | 4 | 1 | 5 | 0.192 |
| 2013-14 | St. Scholastica | D3 | MIAC | SO | 26 | 2 | 7 | 9 | 0.346 |
| 2012-13 | St. Scholastica | D3 | MIAC | FR | 6 | 1 | 1 | 2 | 0.333 |
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.