| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Alberni Valley Bulldogs | BCHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Alberni Valley Bulldogs | BCHL | 22 | 2 | 3 | 5 | 0.227 | 0.0876 | 0.0946 | 0.3303 | 0.3567 |
| 2015-16 | Northern Manitoba Blizzard | MJHL | 43 | 1 | 7 | 8 | 0.186 | 0.0358 | 0.0368 | 0.1172 | 0.1205 |
| 2016-17 | Northern Manitoba Blizzard | MJHL | 53 | 2 | 5 | 7 | 0.132 | 0.0254 | 0.0249 | 0.0832 | 0.0815 |
| 2017-18 | Swan Valley Stampeders | MJHL | 41 | 1 | 11 | 12 | 0.293 | 0.0563 | 0.0524 | 0.1844 | 0.1717 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Marian | D3 | NCHA | SR | 16 | 0 | 1 | 1 | 0.062 |
| 2020-21 | Marian | D1 | NCHA | JR | 8 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Marian | D3 | NCHA | JR | 8 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Marian | D1 | NCHA | SO | 12 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Marian | D3 | NCHA | SO | 12 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Marian | D1 | NCHA | FR | 19 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Marian | D3 | NCHA | FR | 19 | 0 | 0 | 0 | 0.000 |
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.