| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | St. Michael's Buzzers | OJHL | 53 | 9 | 13 | 22 | 0.415 | 0.1247 | 0.1247 | 0.2841 | 0.2841 |
| 2020-21 | Grande Prairie Storm | AJHL | 13 | 0 | 1 | 1 | 0.077 | 0.0255 | 0.0255 | 0.0713 | 0.0713 |
| 2021-22 | Coquitlam Express | BCHL | 54 | 4 | 18 | 22 | 0.407 | 0.1518 | 0.1451 | 0.5936 | 0.5673 |
| 2022-23 | Coquitlam Express | BCHL | 22 | 1 | 4 | 5 | 0.227 | 0.0847 | 0.0768 | 0.3312 | 0.3003 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Princeton | D1 | ECAC | GR | 34 | 0 | 5 | 5 | 0.147 |
| 2024-25 | Princeton | D1 | ECAC | SR | 30 | 1 | 3 | 4 | 0.133 |
| 2023-24 | Princeton | D1 | ECAC | JR | 12 | 0 | 1 | 1 | 0.083 |
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.