| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Walpole Express | EHLP | 21 | 12 | 5 | 17 | 0.809 | 0.0633 | 0.0625 | 0.1828 | 0.1804 |
| 2018-19 | Express Hockey Club | EHL | 37 | 13 | 10 | 23 | 0.622 | 0.1334 | 0.1328 | 0.3044 | 0.3030 |
| 2019-20 | Express Hockey Club | EHL | 46 | 15 | 19 | 34 | 0.739 | 0.1586 | 0.1586 | 0.3619 | 0.3619 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Rivier | D3 | MASCAC | — | 23 | 4 | 3 | 7 | 0.304 |
| 2022-23 | Rivier | D3 | MASCAC | — | 18 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Rivier | D3 | MASCAC | — | 12 | 2 | 2 | 4 | 0.333 |
| 2020-21 | Becker | D3 | — | FR | 8 | 0 | 4 | 4 | 0.500 |
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.