| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Kimball Union | NE-Prep | 33 | 33 | 14 | 47 | 1.424 | 0.4018 | 0.4018 | 0.6517 | 0.6517 |
| 2022-23 | West Kelowna Warriors | BCHL | 54 | 25 | 30 | 55 | 1.018 | 0.3794 | 0.3690 | 1.4841 | 1.4436 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | UMass Lowell | D1 | HockeyEast | JR | 8 | 1 | 0 | 1 | 0.125 |
| 2024-25 | UMass Lowell | D1 | HockeyEast | — | 2 | 0 | 0 | 0 | 0.000 |
| 2023-24 | UMass Lowell | D1 | HockeyEast | — | 16 | 0 | 5 | 5 | 0.312 |
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.