| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Dexter Southfield | NE-Prep-Girls | 22 | 1 | 1 | 2 | 0.090 | 0.0414 | 0.0414 | — | — |
| 2018-19 | Dexter Southfield | NE-Prep-Girls | 24 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2020-21 | Shattuck St. Mary's Prep | USHS-W | 39 | 15 | 15 | 30 | 0.769 | 0.2239 | 0.2239 | — | — |
| 2021-22 | RINK HA Kelowna U18 Prep | CSSHL-U18W | 22 | 18 | 10 | 28 | 1.273 | 0.2916 | 0.2789 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Brown | D1 | ECAC-W | SR | 32 | 17 | 16 | 33 | 1.031 |
| 2024-25 | Brown | D1 | ECAC-W | JR | 30 | 6 | 10 | 16 | 0.533 |
| 2023-24 | Brown | D1 | ECAC-W | SO | 32 | 16 | 11 | 27 | 0.844 |
| 2022-23 | Brown | D1 | ECAC-W | FR | 29 | 17 | 6 | 23 | 0.793 |
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.