| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Trail Smoke Eaters | BCHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Trail Smoke Eaters | BCHL | 40 | 1 | 5 | 6 | 0.150 | 0.0578 | 0.0618 | 0.2183 | 0.2334 |
| 2019-20 | Surrey Eagles | BCHL | 48 | 1 | 6 | 7 | 0.146 | 0.0562 | 0.0562 | 0.2122 | 0.2122 |
| 2020-21 | Surrey Eagles | BCHL | 17 | 2 | 11 | 13 | 0.765 | 0.2946 | 0.2946 | 1.1129 | 1.1129 |
| 2021-22 | Surrey Eagles | BCHL | 48 | 4 | 21 | 25 | 0.521 | 0.2007 | 0.1844 | 0.7579 | 0.6963 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Alaska Anchorage | D1 | WCHA | — | 13 | 0 | 1 | 1 | 0.077 |
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.