| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | New England Stars | NA3HL | 44 | 18 | 16 | 34 | 0.773 | 0.0931 | 0.0950 | 0.2441 | 0.2491 |
| 2018-19 | New England Stars | NA3HL | 41 | 27 | 18 | 45 | 1.098 | 0.1323 | 0.1280 | 0.3467 | 0.3355 |
| 2019-20 | New England Stars | NA3HL | 45 | 24 | 30 | 54 | 1.200 | 0.1446 | 0.1446 | 0.3791 | 0.3791 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Post | D2 | NE10 | SR | 25 | 5 | 6 | 11 | 0.440 |
| 2022-23 | Post | D2 | NE10 | JR | 25 | 5 | 5 | 10 | 0.400 |
| 2021-22 | Post | D2 | NE10 | SO | 26 | 4 | 4 | 8 | 0.308 |
| 2020-21 | Post | D2 | NE10 | FR | 0 | 0 | 0 | 0 | 0.000 |
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.