| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Utica Jr. Comets | USPHL-Premier-Classic | 38 | 13 | 26 | 39 | 1.026 | 0.3082 | 0.3449 | 0.8454 | 0.9460 |
| 2016-17 | Boston Jr. Bruins | USPHL-Premier-Classic | 42 | 8 | 20 | 28 | 0.667 | 0.2002 | 0.2143 | 0.5492 | 0.5878 |
| 2017-18 | — | NCDC | 48 | 23 | 31 | 54 | 1.125 | 0.3170 | 0.3191 | 0.9108 | 0.9169 |
| 2018-19 | — | NAHL | 35 | 5 | 17 | 22 | 0.629 | 0.2334 | 0.2230 | 0.6656 | 0.6358 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Connecticut College | D3 | NESCAC | SR | 17 | 5 | 4 | 9 | 0.529 |
| 2021-22 | Connecticut College | D3 | NESCAC | JR | 21 | 2 | 2 | 4 | 0.191 |
| 2020-21 | Connecticut College | D3 | NESCAC | SO | 1 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Connecticut College | D3 | NESCAC | FR | 17 | 1 | 3 | 4 | 0.235 |
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.