| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Boston Jr. Bruins | USPHL-Premier-Classic | 44 | 5 | 15 | 20 | 0.455 | 0.1276 | 0.1333 | 0.3737 | 0.3904 |
| 2015-16 | Boston Jr. Bruins | USPHL-Premier-Classic | 44 | 11 | 28 | 39 | 0.886 | 0.2488 | 0.2477 | 0.7288 | 0.7257 |
| 2016-17 | — | USPHL-Premier-Classic | 31 | 6 | 6 | 12 | 0.387 | 0.1087 | 0.1029 | 0.3183 | 0.3014 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Salve Regina | D3 | CNE | — | 0 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Salve Regina | D3 | CNE | — | 13 | 2 | 3 | 5 | 0.385 |
| 2020-21 | Salve Regina | D3 | CNE | — | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Skidmore | D1 | SUNYAC | JR | 8 | 0 | 2 | 2 | 0.250 |
| 2019-20 | Skidmore | D3 | SUNYAC | GR | 8 | 0 | 2 | 2 | 0.250 |
| 2018-19 | Skidmore | D1 | SUNYAC | SO | 24 | 6 | 12 | 18 | 0.750 |
| 2018-19 | Skidmore | D3 | SUNYAC | SR | 24 | 6 | 12 | 18 | 0.750 |
| 2017-18 | Skidmore | D3 | SUNYAC | JR | 26 | 7 | 10 | 17 | 0.654 |
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.