| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | East Coast Wizards | EHL | 32 | 16 | 21 | 37 | 1.156 | 0.2481 | 0.2481 | 0.5662 | 0.5662 |
| 2021-22 | East Coast Wizards | EHL | 42 | 9 | 21 | 30 | 0.714 | 0.1533 | 0.1514 | 0.3498 | 0.3455 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Suffolk | D3 | CNE | SR | 27 | 4 | 5 | 9 | 0.333 |
| 2024-25 | Suffolk | D3 | CNE | JR | 27 | 5 | 5 | 10 | 0.370 |
| 2023-24 | Suffolk | D3 | CNE | SO | 25 | 8 | 2 | 10 | 0.400 |
| 2022-23 | Suffolk | D3 | CNE | FR | 23 | 5 | 9 | 14 | 0.609 |
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.