| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Belmont Hill | NE-Prep | 30 | 13 | 10 | 23 | 0.767 | 0.1542 | 0.1542 | 0.3506 | 0.3506 |
| 2019-20 | Belmont Hill | NE-Prep | 30 | 16 | 8 | 24 | 0.800 | 0.1609 | 0.1609 | 0.3658 | 0.3658 |
| 2020-21 | East Coast Wizards | EHL | 27 | 7 | 11 | 18 | 0.667 | 0.1540 | 0.1540 | 0.3261 | 0.3261 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Harvard | D1 | ECAC | SR | 1 | 0 | 0 | 0 | 0.000 |
| 2023-24 | Harvard | D1 | ECAC | JR | 12 | 0 | 0 | 0 | 0.000 |
| 2022-23 | Harvard | D1 | ECAC | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Harvard | D1 | ECAC | FR | 1 | 0 | 0 | 0 | 0.000 |
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.