| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | P.A.L. Junior Islanders | USPHL-Elite | 14 | 0 | 1 | 1 | 0.071 | 0.0066 | 0.0070 | 0.0164 | 0.0173 |
| 2016-17 | P.A.L. Junior Islanders | USPHL-Elite | 3 | 0 | 1 | 1 | 0.333 | 0.0308 | 0.0307 | 0.0763 | 0.0760 |
| 2017-18 | P.A.L. Junior Islanders | NCDC | 50 | 6 | 21 | 27 | 0.540 | 0.2202 | 0.2111 | 0.4341 | 0.4161 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | UMass Dartmouth | D3 | HockeyEast | SR | 26 | 9 | 10 | 19 | 0.731 |
| 2021-22 | UMass Dartmouth | D3 | HockeyEast | SR | 13 | 1 | 3 | 4 | 0.308 |
| 2019-20 | Endicott | D1 | CNE | SO | 3 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Endicott | D3 | CNE | — | 3 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Endicott | D1 | CNE | FR | 4 | 0 | 2 | 2 | 0.500 |
| 2018-19 | Endicott | D3 | CNE | — | 4 | 0 | 2 | 2 | 0.500 |
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.