| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Boston Shamrocks | JWHL-U19 | 28 | 0 | 3 | 3 | 0.107 | 0.0402 | 0.0402 | — | — |
| 2016-17 | Boston Shamrocks | JWHL-U19 | 23 | 2 | 2 | 4 | 0.174 | 0.0653 | 0.0653 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | St. Michael's College | D1 | NEWHA | SR | 27 | 0 | 2 | 2 | 0.074 |
| 2021-22 | St. Michael's College | D3 | NEWHA | — | 24 | 0 | 2 | 2 | 0.083 |
| 2020-21 | St. Michael's College | D1 | NEWHA | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | St. Michael's College | D1 | NEWHA | SO | 29 | 2 | 4 | 6 | 0.207 |
| 2019-20 | St. Michael's College | D3 | NEWHA | JR | 29 | 2 | 4 | 6 | 0.207 |
| 2018-19 | St. Michael's College | D3 | NEWHA | FR | 25 | 3 | 9 | 12 | 0.480 |
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.