| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Langley Rivermen | BCHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2011-12 | Langley Rivermen | BCHL | 8 | 0 | 1 | 1 | 0.125 | 0.0482 | 0.0492 | 0.1819 | 0.1858 |
| 2012-13 | Langley Rivermen | BCHL | 47 | 7 | 23 | 30 | 0.638 | 0.2459 | 0.2395 | 0.9289 | 0.9049 |
| 2013-14 | — | BCHL | 55 | 2 | 14 | 16 | 0.291 | 0.1121 | 0.1040 | 0.4233 | 0.3928 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | St. Scholastica | D3 | MIAC | — | 26 | 5 | 14 | 19 | 0.731 |
| 2016-17 | St. Scholastica | D3 | MIAC | — | 26 | 3 | 14 | 17 | 0.654 |
| 2015-16 | St. Scholastica | D3 | MIAC | — | 27 | 2 | 12 | 14 | 0.518 |
| 2014-15 | Marian | D3 | NCHA | — | 26 | 4 | 8 | 12 | 0.462 |
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.