| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Okotoks Oilers | AJHL | 5 | 0 | 1 | 1 | 0.200 | 0.0664 | 0.0757 | 0.1854 | 0.2114 |
| 2018-19 | Okotoks Oilers | AJHL | 56 | 3 | 18 | 21 | 0.375 | 0.1244 | 0.1358 | 0.3475 | 0.3794 |
| 2019-20 | Okotoks Oilers | AJHL | 54 | 5 | 27 | 32 | 0.593 | 0.1966 | 0.1966 | 0.5492 | 0.5492 |
| 2020-21 | Okotoks Oilers | AJHL | 7 | 0 | 3 | 3 | 0.429 | 0.1422 | 0.1422 | 0.3972 | 0.3972 |
| 2021-22 | Sioux Falls Stampede | USHL | 29 | 1 | 3 | 4 | 0.138 | 0.0848 | 0.0786 | 0.4063 | 0.3766 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bentley | D1 | AHA | SR | 13 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Bentley | D1 | AHA | JR | 8 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Bentley | D1 | AHA | SO | 16 | 0 | 6 | 6 | 0.375 |
| 2022-23 | Bentley | D1 | AHA | FR | 20 | 1 | 6 | 7 | 0.350 |
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.