| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | — | USHL | 43 | 2 | 7 | 9 | 0.209 | 0.1287 | 0.1287 | 0.6166 | 0.6166 |
| 2020-21 | — | USHL | 53 | 10 | 29 | 39 | 0.736 | 0.4523 | 0.4523 | 2.1678 | 2.1678 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | UMass | D1 | HockeyEast | — | 37 | 10 | 16 | 26 | 0.703 |
| 2023-24 | UMass Lowell | D1 | HockeyEast | JR | 37 | 10 | 16 | 26 | 0.703 |
| 2022-23 | UMass | D1 | HockeyEast | — | 32 | 8 | 16 | 24 | 0.750 |
| 2022-23 | UMass Lowell | D1 | HockeyEast | SO | 32 | 8 | 16 | 24 | 0.750 |
| 2021-22 | UMass | D1 | HockeyEast | — | 37 | 5 | 26 | 31 | 0.838 |
| 2021-22 | UMass Lowell | D1 | HockeyEast | FR | 37 | 5 | 26 | 31 | 0.838 |
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.