| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Utica Jr. Comets | USPHL-Premier | 39 | 19 | 25 | 44 | 1.128 | 0.1476 | 0.1473 | 0.3829 | 0.3821 |
| 2019-20 | Utica Jr. Comets | USPHL-Premier | 32 | 31 | 28 | 59 | 1.844 | 0.2412 | 0.2412 | 0.6258 | 0.6258 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | SUNY Brockport | D3 | SUNYAC | SO | 1 | 0 | 0 | 0 | 0.000 |
| 2020-21 | New England College | D3 | LittleEast | — | 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.