| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Coquitlam Express | BCHL | 15 | 0 | 1 | 1 | 0.067 | 0.0257 | 0.0257 | 0.0972 | 0.0972 |
| 2021-22 | Lawrenceville School | NE-Prep | 29 | 8 | 8 | 16 | 0.552 | 0.1064 | 0.1064 | 0.2525 | 0.2525 |
| 2022-23 | Grande Prairie Storm | AJHL | 22 | 0 | 4 | 4 | 0.182 | 0.0610 | 0.0622 | 0.1685 | 0.1717 |
| 2023-24 | Grande Prairie Storm | AJHL | 47 | 3 | 12 | 15 | 0.319 | 0.1070 | 0.1040 | 0.2957 | 0.2873 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Williams | D3 | NESCAC | SO | 28 | 1 | 4 | 5 | 0.179 |
| 2024-25 | Williams | D3 | NESCAC | — | 24 | 2 | 6 | 8 | 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.