| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Alberni Valley Bulldogs | BCHL | 24 | 6 | 11 | 17 | 0.708 | 0.2729 | 0.2970 | 1.0302 | 1.1212 |
| 2022-23 | Alberni Valley Bulldogs | BCHL | 45 | 13 | 28 | 41 | 0.911 | 0.3510 | 0.3648 | 1.3251 | 1.3772 |
| 2023-24 | Lincoln Stars | USHL | 45 | 8 | 12 | 20 | 0.444 | 0.2622 | 0.2537 | 1.3335 | 1.2901 |
| 2024-25 | Lincoln Stars | USHL | 59 | 16 | 23 | 39 | 0.661 | 0.3899 | 0.3573 | 1.9835 | 1.8177 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2026-27 | Northeastern | D1 | HockeyEast | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2025-26 | Northeastern | D1 | HockeyEast | FR | 26 | 1 | 3 | 4 | 0.154 |
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.