| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Walpole Express | EHLP | 38 | 6 | 6 | 12 | 0.316 | 0.0362 | 0.0378 | 0.0712 | 0.0744 |
| 2016-17 | Walpole Express | EHLP | 37 | 17 | 27 | 44 | 1.189 | 0.1364 | 0.1336 | 0.2680 | 0.2625 |
| 2017-18 | Wisconsin Rapids Riverkings | USPHL-Premier | 44 | 15 | 36 | 51 | 1.159 | 0.1516 | 0.1472 | 0.3934 | 0.3820 |
| 2018-19 | East Coast Wizards | EHL | 42 | 8 | 6 | 14 | 0.333 | 0.0770 | 0.0723 | 0.1631 | 0.1530 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Assumption | D2 | NE10 | — | 1 | 1 | 0 | 1 | 1.000 |
| 2021-22 | Assumption | D2 | NE10 | — | 15 | 1 | 2 | 3 | 0.200 |
| 2019-20 | Assumption | D2 | NE10 | — | 13 | 1 | 4 | 5 | 0.385 |
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.