| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Okotoks Oilers | AJHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | Okotoks Oilers | AJHL | 6 | 1 | 3 | 4 | 0.667 | 0.2236 | 0.2236 | 0.6179 | 0.6179 |
| 2021-22 | Okotoks Oilers | AJHL | 60 | 8 | 10 | 18 | 0.300 | 0.1006 | 0.0971 | 0.2780 | 0.2684 |
| 2022-23 | Okotoks Oilers | AJHL | 55 | 12 | 14 | 26 | 0.473 | 0.1585 | 0.1452 | 0.4381 | 0.4013 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Marian | D3 | NCHA | GR | 26 | 10 | 11 | 21 | 0.808 |
| 2024-25 | Marian | D3 | NCHA | SR | 27 | 4 | 7 | 11 | 0.407 |
| 2023-24 | Marian | D3 | NCHA | JR | 20 | 1 | 2 | 3 | 0.150 |
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.