| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Connecticut RoughRiders | EHL | 41 | 17 | 24 | 41 | 1.000 | 0.3519 | 0.3473 | 0.4903 | 0.4839 |
| 2019-20 | Connecticut RoughRiders | EHL | 46 | 15 | 49 | 64 | 1.391 | 0.4896 | 0.4896 | 0.6822 | 0.6822 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Saint Anselm | D2 | NE10 | SR | 30 | 5 | 10 | 15 | 0.500 |
| 2022-23 | Saint Anselm | D2 | NE10 | JR | 29 | 8 | 9 | 17 | 0.586 |
| 2021-22 | Saint Anselm | D2 | NE10 | SO | 19 | 6 | 8 | 14 | 0.737 |
| 2020-21 | Saint Anselm | D2 | NE10 | FR | 0 | 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.