| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Chicago Bulldogs | NA3HL | 44 | 14 | 30 | 44 | 1.000 | 0.1205 | 0.1227 | 0.3159 | 0.3217 |
| 2015-16 | Northern Cyclones | EHL | 40 | 9 | 24 | 33 | 0.825 | 0.1770 | 0.1757 | 0.4040 | 0.4009 |
| 2016-17 | Utica Jr. Comets | USPHL-Premier-Classic | 45 | 19 | 27 | 46 | 1.022 | 0.3070 | 0.2911 | 0.8420 | 0.7983 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | New England | D3 | — | SR | 2 | 0 | 0 | 0 | 0.000 |
| 2019-20 | New England | D3 | — | JR | 23 | 9 | 13 | 22 | 0.957 |
| 2018-19 | New England | D3 | — | SO | 28 | 14 | 11 | 25 | 0.893 |
| 2017-18 | New England | D3 | — | FR | 29 | 19 | 16 | 35 | 1.207 |
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.