| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Kent School | NE-Prep | 27 | 0 | 6 | 6 | 0.222 | 0.0627 | 0.0627 | 0.1017 | 0.1017 |
| 2019-20 | Kent School | NE-Prep | 26 | 3 | 19 | 22 | 0.846 | 0.2387 | 0.2387 | 0.3872 | 0.3872 |
| 2020-21 | Kent School | NE-Prep | 5 | 1 | 9 | 10 | 2.000 | 0.5642 | 0.5642 | 0.5250 | 0.5250 |
| 2021-22 | — | BCHL | 53 | 2 | 25 | 27 | 0.509 | 0.1898 | 0.1848 | 0.7422 | 0.7227 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Princeton | D1 | ECAC | SR | 34 | 2 | 9 | 11 | 0.324 |
| 2024-25 | Princeton | D1 | ECAC | JR | 30 | 4 | 10 | 14 | 0.467 |
| 2023-24 | Princeton | D1 | ECAC | SO | 22 | 2 | 0 | 2 | 0.091 |
| 2022-23 | Princeton | D1 | ECAC | FR | 26 | 1 | 1 | 2 | 0.077 |
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.