| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Grande Prairie Storm | AJHL | 22 | 1 | 4 | 5 | 0.227 | 0.0762 | 0.0820 | 0.2103 | 0.2263 |
| 2017-18 | Grande Prairie Storm | AJHL | 48 | 2 | 25 | 27 | 0.562 | 0.1887 | 0.1925 | 0.5205 | 0.5309 |
| 2018-19 | Grande Prairie Storm | AJHL | 55 | 7 | 21 | 28 | 0.509 | 0.1708 | 0.1659 | 0.4711 | 0.4576 |
| 2019-20 | Cowichan Valley Capitals | BCHL | 58 | 6 | 31 | 37 | 0.638 | 0.2458 | 0.2458 | 0.9283 | 0.9283 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Northern Michigan | D1 | CCHA | SR | 21 | 0 | 1 | 1 | 0.048 |
| 2022-23 | Northern Michigan | D1 | CCHA | JR | 28 | 0 | 1 | 1 | 0.036 |
| 2021-22 | Northern Michigan | D1 | CCHA | SO | 13 | 0 | 1 | 1 | 0.077 |
| 2020-21 | Northern Michigan | D1 | WCHA | FR | 10 | 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.