| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Chilliwack Chiefs | BCHL | 49 | 3 | 13 | 16 | 0.327 | 0.1258 | 0.1414 | 0.4752 | 0.5343 |
| 2017-18 | Chilliwack Chiefs | BCHL | 51 | 2 | 19 | 21 | 0.412 | 0.1587 | 0.1708 | 0.5993 | 0.6450 |
| 2018-19 | — | BCHL | 47 | 2 | 9 | 11 | 0.234 | 0.0902 | 0.0922 | 0.3405 | 0.3481 |
| 2019-20 | Trail Smoke Eaters | BCHL | 54 | 6 | 21 | 27 | 0.500 | 0.1926 | 0.1926 | 0.7277 | 0.7277 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Canisius | D1 | AHA | — | 35 | 1 | 6 | 7 | 0.200 |
| 2022-23 | Michigan State | D1 | BigTen | — | 6 | 0 | 1 | 1 | 0.167 |
| 2021-22 | Michigan State | D1 | BigTen | — | 28 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Michigan State | D1 | BigTen | FR | 15 | 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.