| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | West Kelowna Warriors | BCHL | 3 | 0 | 1 | 1 | 0.333 | 0.1297 | 0.1395 | 0.4861 | 0.5228 |
| 2018-19 | West Kelowna Warriors | BCHL | 50 | 5 | 8 | 13 | 0.260 | 0.1012 | 0.1034 | 0.3792 | 0.3874 |
| 2019-20 | West Kelowna Warriors | BCHL | 8 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | Battlefords North Stars | SJHL | 3 | 1 | 0 | 1 | 0.333 | 0.0963 | 0.0963 | 0.2509 | 0.2509 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Marian | D3 | NCHA | SR | 22 | 3 | 4 | 7 | 0.318 |
| 2022-23 | Marian | D3 | NCHA | JR | 27 | 4 | 4 | 8 | 0.296 |
| 2021-22 | Marian | D3 | NCHA | SO | 24 | 7 | 3 | 10 | 0.417 |
| 2020-21 | Marian | D3 | NCHA | FR | 18 | 4 | 10 | 14 | 0.778 |
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.