| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Penticton Vees | BCHL | 2 | 0 | 1 | 1 | 0.500 | 0.1926 | 0.2104 | 0.7266 | 0.7936 |
| 2018-19 | — | BCHL | 54 | 5 | 7 | 12 | 0.222 | 0.0856 | 0.0889 | 0.3229 | 0.3352 |
| 2019-20 | Drayton Valley Thunder | AJHL | 22 | 3 | 8 | 11 | 0.500 | 0.1677 | 0.1677 | 0.4612 | 0.4612 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Anna Maria | D3 | MASCAC | SR | 27 | 14 | 6 | 20 | 0.741 |
| 2023-24 | Anna Maria | D3 | MASCAC | JR | 7 | 3 | 2 | 5 | 0.714 |
| 2022-23 | Anna Maria | D3 | MASCAC | SO | 25 | 8 | 17 | 25 | 1.000 |
| 2021-22 | Anna Maria | D3 | MASCAC | FR | 15 | 4 | 1 | 5 | 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.