| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Vernon Vipers | BCHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2017-18 | Cowichan Valley Capitals | BCHL | 48 | 14 | 12 | 26 | 0.542 | 0.2108 | 0.2321 | 0.7900 | 0.8700 |
| 2018-19 | Nanaimo Clippers | BCHL | 54 | 26 | 30 | 56 | 1.037 | 0.4036 | 0.4227 | 1.5123 | 1.5838 |
| 2019-20 | Nanaimo Clippers | BCHL | 50 | 22 | 25 | 47 | 0.940 | 0.3658 | 0.3658 | 1.3708 | 1.3708 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Bowling Green | D1 | CCHA | GR | 35 | 7 | 9 | 16 | 0.457 |
| 2023-24 | Bowling Green | D1 | CCHA | SR | 26 | 6 | 6 | 12 | 0.462 |
| 2022-23 | Bowling Green | D1 | CCHA | JR | 31 | 11 | 5 | 16 | 0.516 |
| 2021-22 | Bowling Green | D1 | CCHA | SO | 27 | 5 | 4 | 9 | 0.333 |
| 2020-21 | Bowling Green | D1 | WCHA | FR | 24 | 1 | 4 | 5 | 0.208 |
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.