| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Northeast Generals | NAHL | 57 | 10 | 17 | 27 | 0.474 | 0.1740 | 0.1791 | 0.5007 | 0.5154 |
| 2018-19 | Northeast Generals | NAHL | 57 | 14 | 16 | 30 | 0.526 | 0.1934 | 0.1904 | 0.5562 | 0.5477 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Norwich | D3 | LittleEast | — | 28 | 5 | 5 | 10 | 0.357 |
| 2021-22 | Norwich | D3 | LittleEast | — | 10 | 3 | 2 | 5 | 0.500 |
| 2020-21 | Maine | D1 | HockeyEast | SO | 13 | 2 | 0 | 2 | 0.154 |
| 2019-20 | Maine | D1 | HockeyEast | FR | 6 | 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.