| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Boston Shamrocks | JWHL-U19 | 21 | 3 | 1 | 4 | 0.191 | 0.0715 | 0.0761 | — | — |
| 2015-16 | Boston Shamrocks | JWHL-U19 | 26 | 2 | 5 | 7 | 0.269 | 0.1011 | 0.1022 | — | — |
| 2016-17 | New England Hockey Club | JWHL-U19 | 24 | 4 | 3 | 7 | 0.292 | 0.1095 | 0.1056 | — | — |
| 2017-18 | New England Hockey Club | JWHL-U19 | 27 | 2 | 2 | 4 | 0.148 | 0.0556 | 0.0508 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Post | D1 | CHA-W | SR | 34 | 5 | 5 | 10 | 0.294 |
| 2022-23 | Post | D3 | CHA-W | SR | 15 | 3 | 1 | 4 | 0.267 |
| 2021-22 | Post | D1 | CHA-W | JR | 21 | 6 | 3 | 9 | 0.429 |
| 2021-22 | Post | D3 | CHA-W | JR | 19 | 5 | 4 | 9 | 0.474 |
| 2020-21 | Post | D1 | CHA-W | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Post | D1 | CHA-W | FR | 35 | 17 | 12 | 29 | 0.829 |
| 2019-20 | Post | D3 | CHA-W | FR | 35 | 17 | 12 | 29 | 0.829 |
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.