| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Prince George Spruce Kings | BCHL | 20 | 6 | 8 | 14 | 0.700 | 0.2697 | 0.2697 | 1.0187 | 1.0187 |
| 2021-22 | Prince George Spruce Kings | BCHL | 53 | 29 | 30 | 59 | 1.113 | 0.4289 | 0.4166 | 1.6200 | 1.5737 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Northeastern | D1 | HockeyEast | — | 37 | 2 | 2 | 4 | 0.108 |
| 2023-24 | UMass Lowell | D1 | HockeyEast | — | 34 | 9 | 4 | 13 | 0.382 |
| 2022-23 | UMass Lowell | D1 | HockeyEast | — | 27 | 3 | 1 | 4 | 0.148 |
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.