| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Portland Jr. Pirates | USPHL-Premier-Classic | 15 | 5 | 3 | 8 | 0.533 | 0.1497 | 0.1586 | 0.4385 | 0.4645 |
| 2016-17 | Islanders Hockey Club | USPHL-Premier-Classic | 24 | 2 | 6 | 8 | 0.333 | 0.0936 | 0.0946 | 0.2740 | 0.2769 |
| 2017-18 | South Shore Kings | NCDC | 43 | 13 | 26 | 39 | 0.907 | 0.3698 | 0.3502 | 0.7290 | 0.6904 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | UMass Boston | D3 | NEHC | SR | 26 | 17 | 14 | 31 | 1.192 |
| 2019-20 | UMass Boston | D1 | NEHC | SO | 25 | 12 | 11 | 23 | 0.920 |
| 2019-20 | UMass Boston | D3 | NEHC | SO | 25 | 12 | 11 | 23 | 0.920 |
| 2018-19 | UMass Boston | D1 | NEHC | FR | 23 | 10 | 5 | 15 | 0.652 |
| 2018-19 | UMass Boston | D3 | NEHC | FR | 23 | 10 | 5 | 15 | 0.652 |
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.