| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | — | BCHL | 17 | 9 | 11 | 20 | 1.177 | 0.4382 | 0.4814 | 1.7143 | 1.8833 |
| 2022-23 | — | BCHL | 50 | 45 | 45 | 90 | 1.800 | 0.6705 | 0.7037 | 2.6228 | 2.7529 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | UMass | D1 | HockeyEast | — | 35 | 20 | 18 | 38 | 1.086 |
| 2024-25 | UMass Lowell | D1 | HockeyEast | — | 35 | 20 | 18 | 38 | 1.086 |
| 2023-24 | UMass | D1 | HockeyEast | — | 36 | 12 | 13 | 25 | 0.694 |
| 2023-24 | UMass Lowell | D1 | HockeyEast | — | 36 | 12 | 13 | 25 | 0.694 |
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.