| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Salmon Arm Silverbacks | BCHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2013-14 | Olds Grizzlys | AJHL | 58 | 19 | 26 | 45 | 0.776 | 0.2592 | 0.2637 | 0.7203 | 0.7329 |
| 2014-15 | — | AJHL | 50 | 10 | 17 | 27 | 0.540 | 0.1804 | 0.1740 | 0.5013 | 0.4835 |
| 2015-16 | — | BCHL | 43 | 12 | 15 | 27 | 0.628 | 0.2444 | 0.2255 | 0.9157 | 0.8448 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | St. Scholastica | D3 | — | SR | 12 | 3 | 3 | 6 | 0.500 |
| 2018-19 | St. Scholastica | D3 | — | JR | 20 | 6 | 9 | 15 | 0.750 |
| 2017-18 | St. Scholastica | D3 | — | SO | 27 | 6 | 17 | 23 | 0.852 |
| 2016-17 | St. Scholastica | D3 | — | FR | 23 | 3 | 6 | 9 | 0.391 |
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.