| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | — | NA3HL | 24 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2015-16 | Northern Cyclones | EHLP | 7 | 1 | 1 | 2 | 0.286 | 0.0539 | 0.0586 | 0.0643 | 0.0699 |
| 2017-18 | Hartford Jr. Wolfpack | USPHL-Premier | 42 | 1 | 2 | 3 | 0.071 | 0.0235 | 0.0238 | 0.0243 | 0.0246 |
| 2018-19 | — | USPHL-Premier | 46 | 4 | 23 | 27 | 0.587 | 0.1935 | 0.1858 | 0.1997 | 0.1918 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Franklin Pierce | D2 | NE10 | SR | 25 | 0 | 6 | 6 | 0.240 |
| 2022-23 | Franklin Pierce | D2 | NE10 | JR | 33 | 1 | 1 | 2 | 0.061 |
| 2021-22 | Franklin Pierce | D2 | NE10 | SO | 26 | 1 | 0 | 1 | 0.038 |
| 2020-21 | Franklin Pierce | D1 | — | SO | 6 | 1 | 1 | 2 | 0.333 |
| 2020-21 | Franklin Pierce | D2 | NE10 | FR | 6 | 1 | 1 | 2 | 0.333 |
| 2019-20 | Becker | D3 | — | — | 16 | 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.