| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Northern Cyclones | USPHL-Elite | 43 | 13 | 28 | 41 | 0.954 | 0.0880 | 0.0880 | 0.2184 | 0.2184 |
| 2020-21 | Northern Cyclones | USPHL-Premier | 36 | 4 | 19 | 23 | 0.639 | 0.0836 | 0.0836 | 0.2168 | 0.2168 |
| 2021-22 | Northern Cyclones | USPHL-Premier | 39 | 3 | 38 | 41 | 1.051 | 0.1375 | 0.1304 | 0.3568 | 0.3383 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | New England College | D3 | LittleEast | — | 7 | 0 | 1 | 1 | 0.143 |
| 2022-23 | New England College | D3 | LittleEast | — | 21 | 0 | 1 | 1 | 0.048 |
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.