| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Vernon Vipers | BCHL | 9 | 0 | 1 | 1 | 0.111 | 0.0414 | 0.0442 | 0.1619 | 0.1727 |
| 2019-20 | West Kelowna Warriors | BCHL | 54 | 3 | 9 | 12 | 0.222 | 0.0828 | 0.0828 | 0.3238 | 0.3238 |
| 2020-21 | Penticton Vees | BCHL | 20 | 6 | 15 | 21 | 1.050 | 0.3911 | 0.3911 | 1.5300 | 1.5300 |
| 2021-22 | Langley Rivermen | BCHL | 46 | 18 | 26 | 44 | 0.957 | 0.3563 | 0.3263 | 1.3937 | 1.2764 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bentley | D1 | AHA | SR | 40 | 2 | 12 | 14 | 0.350 |
| 2024-25 | Bentley | D1 | AHA | JR | 33 | 1 | 12 | 13 | 0.394 |
| 2023-24 | Bentley | D1 | AHA | SO | 27 | 6 | 6 | 12 | 0.444 |
| 2022-23 | Bentley | D1 | AHA | FR | 14 | 1 | 1 | 2 | 0.143 |
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.