| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Dexter | NE-Prep | 30 | 7 | 15 | 22 | 0.733 | 0.2069 | 0.2069 | 0.3356 | 0.3356 |
| 2019-20 | Cedar Rapids RoughRiders | USHL | 25 | 8 | 10 | 18 | 0.720 | 0.4426 | 0.4426 | 2.1213 | 2.1213 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | UMass Lowell | D1 | HockeyEast | GR | 36 | 3 | 14 | 17 | 0.472 |
| 2023-24 | UMass Lowell | D1 | HockeyEast | SR | 25 | 1 | 11 | 12 | 0.480 |
| 2022-23 | UMass Lowell | D1 | HockeyEast | JR | 34 | 4 | 13 | 17 | 0.500 |
| 2021-22 | UMass Lowell | D1 | HockeyEast | SO | 33 | 5 | 9 | 14 | 0.424 |
| 2020-21 | UMass Lowell | D1 | HockeyEast | FR | 17 | 0 | 8 | 8 | 0.471 |
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.