| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Hudson Havoc | USPHL-Premier | 43 | 13 | 24 | 37 | 0.861 | 0.0971 | 0.0980 | 0.2927 | 0.2954 |
| 2022-23 | Hudson Havoc | USPHL-Premier | 44 | 21 | 24 | 45 | 1.023 | 0.1154 | 0.1108 | 0.3479 | 0.3340 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Johnson & Wales | D3 | CNE | GR | 24 | 1 | 9 | 10 | 0.417 |
| 2024-25 | Johnson & Wales | D3 | CNE | SR | 25 | 6 | 12 | 18 | 0.720 |
| 2023-24 | Johnson & Wales | D3 | CNE | JR | 24 | 2 | 7 | 9 | 0.375 |
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.