| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Victoria Grizzlies | BCHL | 19 | 7 | 10 | 17 | 0.895 | 0.3447 | 0.3447 | 1.3037 | 1.3037 |
| 2021-22 | Victoria Grizzlies | BCHL | 51 | 7 | 13 | 20 | 0.392 | 0.1511 | 0.1452 | 0.5715 | 0.5493 |
| 2022-23 | Victoria Grizzlies | BCHL | 54 | 7 | 16 | 23 | 0.426 | 0.1641 | 0.1497 | 0.6206 | 0.5661 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Hamilton | D3 | NESCAC | GR | 30 | 6 | 25 | 31 | 1.033 |
| 2024-25 | Hamilton | D3 | NESCAC | SR | 29 | 8 | 16 | 24 | 0.828 |
| 2023-24 | Hamilton | D3 | NESCAC | JR | 26 | 8 | 10 | 18 | 0.692 |
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.