| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Alberni Valley Bulldogs | BCHL | 18 | 3 | 13 | 16 | 0.889 | 0.3311 | 0.3311 | 1.2952 | 1.2952 |
| 2021-22 | Alberni Valley Bulldogs | BCHL | 53 | 16 | 18 | 34 | 0.641 | 0.2390 | 0.2526 | 0.9347 | 0.9877 |
| 2022-23 | Alberni Valley Bulldogs | BCHL | 50 | 17 | 20 | 37 | 0.740 | 0.2757 | 0.2778 | 1.0783 | 1.0866 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | RPI | D1 | ECAC | JR | 35 | 4 | 6 | 10 | 0.286 |
| 2024-25 | Merrimack | D1 | HockeyEast | — | 33 | 5 | 4 | 9 | 0.273 |
| 2023-24 | Merrimack | D1 | HockeyEast | — | 29 | 6 | 3 | 9 | 0.310 |
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.