| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Northern Cyclones | EHLP | 11 | 2 | 4 | 6 | 0.545 | 0.0427 | 0.0423 | 0.1232 | 0.1221 |
| 2016-17 | Florida Eels | USPHL-Elite | 31 | 3 | 26 | 29 | 0.935 | 0.1122 | 0.1083 | 0.2148 | 0.2072 |
| 2017-18 | Philadelphia Little Flyers | EHL | 50 | 10 | 38 | 48 | 0.960 | 0.2060 | 0.1926 | 0.4701 | 0.4395 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Curry | D3 | CNE | SR | 25 | 2 | 7 | 9 | 0.360 |
| 2020-21 | Curry | D3 | CNE | JR | 4 | 0 | 2 | 2 | 0.500 |
| 2019-20 | Curry | D3 | CNE | SO | 26 | 10 | 9 | 19 | 0.731 |
| 2018-19 | Curry | D3 | — | FR | 14 | 1 | 2 | 3 | 0.214 |
| 2018-19 | Trine | D3 | — | FR | 10 | 1 | 2 | 3 | 0.300 |
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.