| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Surrey Eagles | BCHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2016-17 | Coquitlam Express | BCHL | 55 | 0 | 7 | 7 | 0.127 | 0.0490 | 0.0523 | 0.1853 | 0.1976 |
| 2017-18 | Coquitlam Express | BCHL | 56 | 1 | 11 | 12 | 0.214 | 0.0826 | 0.0841 | 0.3119 | 0.3177 |
| 2018-19 | — | BCHL | 49 | 2 | 20 | 22 | 0.449 | 0.1730 | 0.1669 | 0.6534 | 0.6303 |
| 2019-20 | Nanaimo Clippers | BCHL | 54 | 2 | 34 | 36 | 0.667 | 0.2569 | 0.2569 | 0.9702 | 0.9702 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Skidmore | D3 | SUNYAC | — | 27 | 3 | 15 | 18 | 0.667 |
| 2021-22 | Skidmore | D3 | SUNYAC | — | 28 | 2 | 12 | 14 | 0.500 |
| 2020-21 | Mercyhurst | D1 | AHA | FR | 3 | 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.