| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Chilliwack Chiefs | BCHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | Nanaimo Clippers | BCHL | 20 | 1 | 5 | 6 | 0.300 | 0.1118 | 0.1118 | 0.4371 | 0.4371 |
| 2021-22 | Nanaimo Clippers | BCHL | 54 | 22 | 20 | 42 | 0.778 | 0.2897 | 0.2937 | 1.1333 | 1.1488 |
| 2022-23 | Nanaimo Clippers | BCHL | 54 | 35 | 36 | 71 | 1.315 | 0.4898 | 0.4725 | 1.9158 | 1.8482 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Princeton | D1 | ECAC | JR | 34 | 19 | 20 | 39 | 1.147 |
| 2024-25 | Princeton | D1 | ECAC | JR | 18 | 2 | 2 | 4 | 0.222 |
| 2023-24 | Princeton | D1 | ECAC | SO | 30 | 8 | 11 | 19 | 0.633 |
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.