| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | — | BCHL | 30 | 6 | 4 | 10 | 0.333 | 0.1284 | 0.1309 | 0.4851 | 0.4946 |
| 2017-18 | South Shore Kings | NCDC | 50 | 20 | 36 | 56 | 1.120 | 0.4566 | 0.4510 | 0.9003 | 0.8892 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Long Island Univ. | D1 | AHA | — | 14 | 1 | 4 | 5 | 0.357 |
| 2020-21 | LIU | D1 | — | SR | 13 | 0 | 1 | 1 | 0.077 |
| 2020-21 | Long Island Univ. | D1 | AHA | SR | 13 | 0 | 1 | 1 | 0.077 |
| 2019-20 | UMass Lowell | D1 | HockeyEast | SO | 1 | 0 | 0 | 0 | 0.000 |
| 2018-19 | UMass Lowell | D1 | HockeyEast | FR | 2 | 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.