| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Hotchkiss School | NE-Prep | 24 | 1 | 6 | 7 | 0.292 | 0.0823 | 0.0823 | 0.1335 | 0.1335 |
| 2019-20 | Hotchkiss School | NE-Prep | 26 | 3 | 12 | 15 | 0.577 | 0.1627 | 0.1627 | 0.2640 | 0.2640 |
| 2020-21 | Jersey Hitmen | NCDC | 12 | 0 | 4 | 4 | 0.333 | 0.1858 | 0.1858 | — | — |
| 2021-22 | Bonnyville Pontiacs | AJHL | 51 | 7 | 26 | 33 | 0.647 | 0.2147 | 0.2005 | 0.5997 | 0.5599 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Brown | D1 | ECAC | SR | 29 | 0 | 2 | 2 | 0.069 |
| 2024-25 | Brown | D1 | ECAC | JR | 26 | 1 | 3 | 4 | 0.154 |
| 2023-24 | Brown | D1 | ECAC | SO | 26 | 3 | 1 | 4 | 0.154 |
| 2022-23 | Brown | D1 | ECAC | FR | 8 | 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.