| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Syracuse Jr. Stars | USPHL-Elite | 23 | 7 | 13 | 20 | 0.870 | 0.0648 | 0.0635 | 0.1992 | 0.1953 |
| 2018-19 | Utica Jr. Comets | USPHL-Premier | 43 | 8 | 14 | 22 | 0.512 | 0.0577 | 0.0565 | 0.1740 | 0.1703 |
| 2019-20 | Utica Jr. Comets | NCDC | 23 | 4 | 3 | 7 | 0.304 | 0.0703 | 0.0703 | 0.2461 | 0.2461 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | UMass Dartmouth | D3 | — | SR | 12 | 1 | 0 | 1 | 0.083 |
| 2022-23 | UMass Dartmouth | D3 | — | JR | 13 | 1 | 0 | 1 | 0.077 |
| 2021-22 | UMass Dartmouth | D3 | — | SO | 7 | 0 | 0 | 0 | 0.000 |
| 2020-21 | UMass Dartmouth | D1 | HockeyEast | FR | 1 | 0 | 0 | 0 | 0.000 |
| 2020-21 | UMass Dartmouth | D3 | HockeyEast | FR | 1 | 0 | 0 | 0 | 0.000 |
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.