| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Cowichan Valley Capitals | BCHL | 7 | 0 | 1 | 1 | 0.143 | 0.0532 | 0.0614 | 0.2082 | 0.2402 |
| 2018-19 | Cowichan Valley Capitals | BCHL | 48 | 10 | 11 | 21 | 0.438 | 0.1630 | 0.1793 | 0.6375 | 0.7012 |
| 2019-20 | Cowichan Valley Capitals | BCHL | 55 | 19 | 34 | 53 | 0.964 | 0.3589 | 0.3589 | 1.4041 | 1.4041 |
| 2020-21 | Penticton Vees | BCHL | 20 | 14 | 15 | 29 | 1.450 | 0.5401 | 0.5401 | 2.1128 | 2.1128 |
| 2021-22 | Penticton Vees | BCHL | 52 | 29 | 46 | 75 | 1.442 | 0.5373 | 0.5101 | 2.1016 | 1.9952 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | RPI | D1 | ECAC | SR | 34 | 8 | 14 | 22 | 0.647 |
| 2024-25 | Minnesota | D1 | BigTen | GR | 32 | 7 | 6 | 13 | 0.406 |
| 2023-24 | Minnesota | D1 | BigTen | SR | 36 | 7 | 12 | 19 | 0.528 |
| 2022-23 | Minnesota | D1 | BigTen | JR | 21 | 1 | 6 | 7 | 0.333 |
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.