| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Coquitlam Express | BCHL | 53 | 16 | 32 | 48 | 0.906 | 0.3490 | 0.3565 | 1.3181 | 1.3465 |
| 2019-20 | — | BCHL | 56 | 14 | 24 | 38 | 0.679 | 0.2615 | 0.2615 | 0.9876 | 0.9876 |
| 2020-21 | Victoria Grizzlies | BCHL | 13 | 2 | 11 | 13 | 1.000 | 0.3853 | 0.3853 | 1.4553 | 1.4553 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Colgate | D1 | ECAC | SR | 32 | 11 | 15 | 26 | 0.812 |
| 2023-24 | Colgate | D1 | ECAC | JR | 26 | 12 | 11 | 23 | 0.885 |
| 2022-23 | Colgate | D1 | ECAC | SO | 40 | 11 | 15 | 26 | 0.650 |
| 2021-22 | Colgate | D1 | ECAC | FR | 31 | 4 | 9 | 13 | 0.419 |
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.