| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Northeast Generals | NAHL | 47 | 2 | 13 | 15 | 0.319 | 0.1185 | 0.1185 | 0.3379 | 0.3379 |
| 2020-21 | Minot Minotauros | NAHL | 8 | 1 | 1 | 2 | 0.250 | 0.0928 | 0.0928 | 0.2647 | 0.2647 |
| 2021-22 | Boston Advantage | NCDC | 38 | 2 | 24 | 26 | 0.684 | 0.1928 | 0.1782 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Williams | D3 | NESCAC | SR | 28 | 1 | 8 | 9 | 0.321 |
| 2024-25 | Williams | D3 | NESCAC | JR | 21 | 1 | 1 | 2 | 0.095 |
| 2023-24 | Williams | D3 | NESCAC | SO | 24 | 1 | 7 | 8 | 0.333 |
| 2022-23 | Williams | D3 | NESCAC | FR | 27 | 1 | 7 | 8 | 0.296 |
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.