| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Connecticut RoughRiders | EHL | 44 | 1 | 3 | 4 | 0.091 | 0.0133 | 0.0134 | 0.0446 | 0.0449 |
| 2017-18 | Connecticut RoughRiders | EHL | 45 | 11 | 8 | 19 | 0.422 | 0.0618 | 0.0588 | 0.2070 | 0.1970 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Southern Maine | D3 | NEHC | SR | 21 | 7 | 1 | 8 | 0.381 |
| 2020-21 | Southern Maine | D1 | HockeyEast | JR | 4 | 1 | 0 | 1 | 0.250 |
| 2020-21 | Southern Maine | D3 | HockeyEast | JR | 4 | 1 | 0 | 1 | 0.250 |
| 2019-20 | Southern Maine | D1 | HockeyEast | SO | 21 | 1 | 4 | 5 | 0.238 |
| 2019-20 | Southern Maine | D3 | HockeyEast | SO | 21 | 1 | 4 | 5 | 0.238 |
| 2018-19 | Southern Maine | D1 | HockeyEast | FR | 22 | 3 | 2 | 5 | 0.227 |
| 2018-19 | Southern Maine | D3 | HockeyEast | FR | 22 | 3 | 2 | 5 | 0.227 |
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.