| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | New Hampshire Avalanche | EHLP | 8 | 2 | 1 | 3 | 0.375 | 0.0244 | 0.0244 | 0.0844 | 0.0844 |
| 2020-21 | New Hampshire Avalanche | EHLP | 32 | 9 | 8 | 17 | 0.531 | 0.0345 | 0.0345 | 0.1196 | 0.1196 |
| 2021-22 | New Hampshire Avalanche | EHLP | 40 | 15 | 16 | 31 | 0.775 | 0.0504 | 0.0485 | 0.1745 | 0.1681 |
| 2022-23 | East Coast Wizards | EHL | 45 | 10 | 6 | 16 | 0.356 | 0.0520 | 0.0505 | 0.1744 | 0.1693 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Rivier | D3 | MASCAC | GR | 22 | 0 | 3 | 3 | 0.136 |
| 2024-25 | Rivier | D3 | MASCAC | SR | 19 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Rivier | D3 | MASCAC | JR | 20 | 5 | 4 | 9 | 0.450 |
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.