| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | — | USPHL-Premier-Classic | 35 | 4 | 8 | 12 | 0.343 | 0.0963 | 0.0965 | 0.2820 | 0.2827 |
| 2017-18 | Northeast Generals | NAHL | 39 | 1 | 4 | 5 | 0.128 | 0.0455 | 0.0424 | 0.1352 | 0.1260 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Suffolk | D3 | CNE | SR | 24 | 9 | 8 | 17 | 0.708 |
| 2020-21 | Suffolk | D1 | CNE | JR | 2 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Suffolk | D3 | CNE | JR | 2 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Suffolk | D1 | CNE | SO | 25 | 4 | 8 | 12 | 0.480 |
| 2019-20 | Suffolk | D3 | CNE | SO | 25 | 4 | 8 | 12 | 0.480 |
| 2018-19 | Suffolk | D1 | CNE | FR | 24 | 3 | 8 | 11 | 0.458 |
| 2018-19 | Suffolk | D3 | CNE | FR | 24 | 3 | 8 | 11 | 0.458 |
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.