| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Bridgewater Jr. Bandits | EHLP | 8 | 4 | 4 | 8 | 1.000 | 0.0782 | 0.0770 | 0.2258 | 0.2224 |
| 2017-18 | Bridgewater Jr. Bandits | USPHL-Premier | 41 | 23 | 12 | 35 | 0.854 | 0.1149 | 0.1122 | 0.2906 | 0.2837 |
| 2018-19 | Boston Jr. Bandits | NCDC | 35 | 8 | 2 | 10 | 0.286 | 0.0805 | 0.0748 | 0.2313 | 0.2150 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | UMass Dartmouth | D3 | HockeyEast | FR | 27 | 9 | 17 | 26 | 0.963 |
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.