| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Choate Rosemary Hall | NE-Prep | 22 | 3 | 1 | 4 | 0.182 | 0.0349 | 0.0349 | 0.0828 | 0.0828 |
| 2019-20 | Salisbury School | NE-Prep | 28 | 6 | 5 | 11 | 0.393 | 0.0754 | 0.0754 | 0.1790 | 0.1790 |
| 2020-21 | Northern Cyclones | NCDC | 20 | 3 | 6 | 9 | 0.450 | 0.1040 | 0.1040 | 0.3626 | 0.3626 |
| 2021-22 | — | NCDC | 41 | 12 | 17 | 29 | 0.707 | 0.1635 | 0.1520 | 0.5699 | 0.5299 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bowdoin | D3 | NESCAC | SR | 19 | 0 | 3 | 3 | 0.158 |
| 2024-25 | Bowdoin | D3 | NESCAC | JR | 21 | 4 | 8 | 12 | 0.571 |
| 2023-24 | Bowdoin | D3 | NESCAC | SO | 24 | 1 | 8 | 9 | 0.375 |
| 2022-23 | Bowdoin | D3 | NESCAC | FR | 13 | 1 | 2 | 3 | 0.231 |
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.