| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Boston Jr. Rangers | EHLP | 18 | 8 | 7 | 15 | 0.833 | 0.0956 | 0.0991 | 0.1878 | 0.1947 |
| 2017-18 | Boston Jr. Rangers | EHL | 48 | 2 | 13 | 15 | 0.312 | 0.0722 | 0.0755 | 0.1529 | 0.1599 |
| 2018-19 | — | EHL | 41 | 11 | 16 | 27 | 0.658 | 0.1521 | 0.1514 | 0.3222 | 0.3207 |
| 2019-20 | Vermont Lumberjacks | EHL | 41 | 10 | 19 | 29 | 0.707 | 0.1634 | 0.1634 | 0.3461 | 0.3461 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Manhattanville | D3 | UCHC | — | 25 | 4 | 8 | 12 | 0.480 |
| 2022-23 | Manhattanville | D3 | UCHC | — | 22 | 6 | 5 | 11 | 0.500 |
| 2021-22 | Nichols | D3 | CNE | — | 23 | 1 | 4 | 5 | 0.217 |
| 2020-21 | Nichols | D1 | CNE | FR | 4 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Nichols | D3 | CNE | — | 4 | 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.