| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Palm Beach Hawks | USPHL-Elite | 41 | 14 | 17 | 31 | 0.756 | 0.0907 | 0.0969 | 0.1736 | 0.1855 |
| 2019-20 | Bridgewater Jr. Bandits | USPHL-Elite | 40 | 20 | 24 | 44 | 1.100 | 0.1319 | 0.1319 | 0.2526 | 0.2526 |
| 2020-21 | Islanders Hockey Club | USPHL-Premier | 29 | 2 | 9 | 11 | 0.379 | 0.0511 | 0.0511 | 0.1291 | 0.1291 |
| 2021-22 | Islanders Hockey Club | USPHL-Premier | 41 | 9 | 11 | 20 | 0.488 | 0.0657 | 0.0604 | 0.1660 | 0.1527 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2004-05 | Tufts | D3 | — | SR | 25 | 11 | 7 | 18 | 0.720 |
| 2003-04 | Tufts | D3 | — | JR | 24 | 11 | 10 | 21 | 0.875 |
| 2002-03 | Tufts | D3 | — | SO | 22 | 12 | 8 | 20 | 0.909 |
| 2001-02 | Tufts | D3 | — | FR | 23 | 15 | 10 | 25 | 1.087 |
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.