| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | South Shore Kings | USPHL-Elite | 15 | 1 | 1 | 2 | 0.133 | 0.0123 | 0.0130 | 0.0305 | 0.0321 |
| 2016-17 | South Shore Kings | USPHL-Elite | 43 | 22 | 32 | 54 | 1.256 | 0.1159 | 0.1155 | 0.2876 | 0.2865 |
| 2017-18 | South Shore Kings | USPHL-Premier | 39 | 20 | 38 | 58 | 1.487 | 0.1945 | 0.1846 | 0.5048 | 0.4790 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Westfield State | D3 | MASCAC | — | 27 | 7 | 11 | 18 | 0.667 |
| 2019-20 | Westfield State | D3 | MASCAC | — | 27 | 11 | 11 | 22 | 0.815 |
| 2018-19 | Westfield State | D3 | MASCAC | — | 26 | 12 | 10 | 22 | 0.846 |
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.