| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Okotoks Oilers | AJHL | 4 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Okotoks Oilers | AJHL | 57 | 5 | 25 | 30 | 0.526 | 0.1765 | 0.1858 | 0.4869 | 0.5124 |
| 2019-20 | Okotoks Oilers | AJHL | 54 | 10 | 29 | 39 | 0.722 | 0.2422 | 0.2422 | 0.6682 | 0.6682 |
| 2020-21 | Okotoks Oilers | AJHL | 8 | 1 | 8 | 9 | 1.125 | 0.3773 | 0.3773 | 1.0409 | 1.0409 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Bowling Green | D1 | CCHA | SR | 36 | 1 | 9 | 10 | 0.278 |
| 2023-24 | Bowling Green | D1 | CCHA | JR | 33 | 1 | 8 | 9 | 0.273 |
| 2022-23 | Bowling Green | D1 | CCHA | SO | 8 | 1 | 3 | 4 | 0.500 |
| 2021-22 | Bowling Green | D1 | CCHA | FR | 37 | 1 | 12 | 13 | 0.351 |
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.