| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Rochester Jr. Americans | USPHL-Premier-Classic | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2015-16 | New England Wolves | EHL | 33 | 7 | 17 | 24 | 0.727 | 0.1561 | 0.1636 | 0.3562 | 0.3732 |
| 2016-17 | Express Hockey Club | EHL | 48 | 23 | 33 | 56 | 1.167 | 0.2504 | 0.2510 | 0.5713 | 0.5728 |
| 2017-18 | Express Hockey Club | EHL | 50 | 25 | 60 | 85 | 1.700 | 0.3648 | 0.3455 | 0.8325 | 0.7885 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | UMass Boston | D3 | NEHC | SR | 26 | 14 | 24 | 38 | 1.462 |
| 2019-20 | UMass Boston | D3 | HockeyEast | SO | 24 | 11 | 16 | 27 | 1.125 |
| 2018-19 | UMass Boston | D3 | HockeyEast | FR | 25 | 10 | 8 | 18 | 0.720 |
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.